Collections - Terrorism and Counterterrorism

**Terrorism, Counterterrorism, and the Intelligence Environment** _A note on terminology: Counterterrorism-specific vocabulary has partially migrated into the broader "national security / intelligence / irregular warfare / threat-network / cyber / homeland-security" vocabulary, while the underlying architecture is recognizably the same CT stack — find, fuse, identify, correlate, geolocate, predict, and act faster._ After September 11, 2001, terrorism and counterterrorism ceased to be specialist subjects confined to intelligence officers and military planners. They became part of the operating environment of ordinary life. Aviation, borders, communications, finance, cybersecurity, immigration, social platforms, critical infrastructure, artificial intelligence, public health, policing, and the architecture of government now carry institutional consequences of the effort to detect hidden threats before they become catastrophic events. [Bryant McGill](https://soundcloud.com/bryantmcgill "Bryant McGill") · [Terrorism, Counterterrorism, and the Intelligence Environment](https://soundcloud.com/bryantmcgill/terrorism-counterterrorism-and "Terrorism, Counterterrorism, and the Intelligence Environment") ## Literacy means understanding the world you inhabit **If you do not understand artificial intelligence, systems thinking, and the history and architecture of terrorism and counterterrorism, you cannot call yourself literate in the twenty-first century.** These are no longer specialist subjects. They shape the airports people enter, the money they move, the devices they carry, the networks they depend upon, the borders they cross, the institutions that classify risk, and the machine systems increasingly used to interpret human behavior. [The Right to Understand Your World](https://bryantmcgill.com/thoughts/The+Right+to+Understand+Your+World) begins from a biological fact: a mammal survives by constructing an internal model of its environment. It must know where danger lies, what events predict other events, which actions change outcomes, and which paths remain open. Knowing the environment is part of the machinery of survival. A system that becomes progressively better at modeling the human being while remaining illegible to the human being creates an asymmetry of prediction, influence, and control. That makes this collection an instrument of environmental legibility. Its purpose is to give the reader a working model of the security environment in which modern life occurs: the institutions, authorities, data systems, sensors, financial rails, military and civilian infrastructure, threat models, analytic methods, legal boundaries, and computational systems that observe hidden relationships and predict possible futures. Literacy here means the capacity to see the system, name its parts, understand its causal structure, and recognize how those parts act upon one another. The minimum vocabulary includes the ability to distinguish intelligence from evidence, prediction from determination, classified information from mystical secrecy, an observed relationship from an inferred one, and institutional capability from a claim about a specific operation. Without that vocabulary, a person remains inside a machine-readable environment without possessing a readable model of the machinery. ## First operational lesson: counterterrorism is cybersecurity **Cybersecurity is counterterrorism operating through the digital substrate, while counterterrorism is cybersecurity generalized across the full sociotechnical environment.** The two are becoming one [science of adversarial systems](https://bryantmcgill.com/wiki/Adversarial+Systems). Terrorist recruitment, propaganda, identity, communications, finance, travel, target research, access, logistics, reconnaissance, operational planning, and attacks on critical infrastructure traverse digital systems. The counterterrorism mission therefore lives inside networks, endpoints, cloud platforms, identity providers, telecommunications, financial rails, social platforms, operational technology, vulnerability management, malware analysis, incident response, digital forensics, telemetry, and machine-speed fusion. This is the first step in understanding the modern security environment. Counterterrorism is no longer a separate team waiting for a bomb or aircraft to appear. It is a continuous contest over a [sociotechnical attack surface](https://bryantmcgill.com/wiki/Sociotechnical+Attack+Surface) composed of people, software, identities, communications, finance, transportation, infrastructure, institutions, sensors, machines, beliefs, and relationships. Cybersecurity contributes telemetry, access control, hardening, attribution, containment, forensics, resilience, and response. Counterterrorism contributes human-network analysis, ideology, recruitment, behavioral transitions, finance, travel, logistics, reconnaissance, intent, and strategic context. **As a systems analogy, September 11 was a [zero-day-like exploit](https://bryantmcgill.com/wiki/Zero-Day+Threat+Model) against the American security threat model.** Suicide hijacking had been imagined, but the possibility had not been operationalized across aviation controls, doctrine, training, coordination, and response. It therefore sat between a true [zero-day](https://bryantmcgill.com/wiki/Zero-Day+Exploit) and an [unpatched known vulnerability](https://bryantmcgill.com/wiki/Unpatched+Institutional+Vulnerability). Oklahoma City demonstrates the complementary class: vehicle bombs were known, but federal-building protection remained an inadequately hardened attack surface—closer to an [n-day exploit](https://bryantmcgill.com/wiki/N-Day+Exploit) at the institutional level. The governing question is not whether every attack is unprecedented. It is which combinations of known and unknown weaknesses are becoming exploitable faster than defenders can model and close them. Companion article on predictive civilization [Peak Person and the Predicaments of Prediction](https://bryantmcgill.com/article-peak-person) supplies the collection's governing answer to prediction: **use prediction to prevent catastrophe and increase intelligent intervention; never use it to close the person's field of becoming.** The article separates precrime directed at a predicted harmful act from opportunity foreclosure directed at a predicted life. September 11 was an **organizational phase transition**. A small clandestine network exploited jurisdictional boundaries, fragmented information, institutional seams, ordinary civilian infrastructure, and the cognitive limits of large bureaucracies to generate strategic effects wildly disproportionate to its size. The response extended far beyond new agencies. Information sharing, identity resolution, network analysis, watchlisting, fusion, threat assessment, financial monitoring, cybersecurity, interagency task forces, public-private coordination, and machine-assisted analysis became permanent features of governance. ## The collection's conceptual spine The collection is organized around a larger proposition than any single agency, platform, or research institution: **terrorism and counterterrorism became a governing architecture of the post-9/11 world**. That architecture changed aviation, borders, finance, cybersecurity, policing, surveillance, military doctrine, emergency management, critical infrastructure, and artificial intelligence. Understanding it is now part of basic civic literacy. The central transition is **static intelligence → predictive intelligence**. Dossiers, databases, watchlists, and manually assembled link charts remain important, but they increasingly feed continuously updated models of uncertain identity, hidden relationships, temporal networks, latent states, and conditional futures. [AI](https://bryantmcgill.com/wiki/Artificial+Intelligence) is becoming the native computational environment for these problems because graphs, embeddings, multimodal observations, Bayesian updating, anomaly detection, link prediction, uncertainty, and repeated state revision are native machine representations. AI becomes strategically consequential through [fusion](https://bryantmcgill.com/wiki/Intelligence+Fusion) and interoperability. NCTC, JTTFs, fusion centers, DTRA threat-network analysis, military all-domain data integration, law-enforcement systems, contractors, state and local partners, financial institutions, and machine-readable trust systems do not become one organization. Under their distinct authorities, selected observations can nevertheless become computationally composable. The transformation is: **fragmented observation → interoperable evidence → relational structure → probabilistic inference → conditional prediction → authorized intervention → audit and revision** This architecture culminates in [probabilistic precrime](https://bryantmcgill.com/wiki/Probabilistic+Precrime): **stop the crime before it happens**. The machinery estimates how present configurations change the probability of future harm, identifies the observation that would most change that estimate, and moves institutions from cleaning up catastrophe toward altering the conditions from which catastrophe emerges. Prevention is the objective. The collection's spine is therefore: **post-9/11 phase transition → hidden-network problem → predictive intelligence → AI → fusion and interoperability → Oden's predictive-science grammar → ideological transmission and dangerous individuals → uncertainty discipline → assurance and compliance → lawful human and institutional intervention** ## Oden: the technical Rosetta Stone The [Oden Institute for Computational Engineering and Sciences](https://bryantmcgill.com/wiki/Oden+Institute) is one of the collection's most important pieces and its [technical Rosetta Stone](https://bryantmcgill.com/wiki/Oden+as+Predictive-Science+Rosetta+Stone), not its single opening claim. Oden is not publicly identified as a counterterrorism center. Its importance is methodological: within one institutional ecosystem, reduced-order modeling, inverse problems, uncertainty quantification, data assimilation, scientific machine learning, high-performance computing, real-time forecasting, and digital twins move across nuclear-radiation effects, plasma physics, epidemics, geophysics, aerospace, energy, and other complex systems. The deeper object is not “radiation,” “disease,” or “terrorism.” It is a **hidden dynamic system evolving through space, time, connectivity, exposure, uncertainty, and incomplete observation**. The recurring task is to observe an incomplete and noisy world, infer the hidden state most consistent with those observations, model how it evolves, quantify uncertainty, forecast conditional futures, identify which observation or intervention matters most, and update the representation as evidence arrives. [Tan Bui-Thanh](https://bryantmcgill.com/wiki/Tan+Bui-Thanh) supplies the clearest documented bridge. Related methods appear in real-time prediction of nuclear-weapon radiation effects and later in infectious-disease forecasting built around interconnectivity, space-time variables, parameter inference, intervention, and uncertainty. The transported quantity and governing rules change. The predictive grammar remains: source, medium or network, propagation, exposure, hidden state, observation, uncertain parameter, receptor, forecast, and intervention. This is a technical explanatory backbone for the collection. [Radiation fields](https://bryantmcgill.com/wiki/Radiation+Field), [epidemics](https://bryantmcgill.com/wiki/Epidemic+Model), [terrorist networks](https://bryantmcgill.com/wiki/Terrorist+Network), [extremist cohorts](https://bryantmcgill.com/wiki/Extremist+Cohort), [dangerous individuals](https://bryantmcgill.com/wiki/Dangerous+Individual), and [cyber systems](https://bryantmcgill.com/wiki/Cybersecurity) are different objects with different causal rules and legal authorities. Modern computational science nevertheless asks the same structural question across them: **given what can be observed now, what hidden structure most plausibly exists, how might it evolve, how uncertain is that inference, and what lawful observation or intervention would most effectively change what happens next?** Oden reveals the mathematics beneath the vocabulary. Terrorism is an **information problem before it becomes a kinetic event**. The visible attack is usually the terminal expression of an earlier hidden structure composed of ideology, relationships, recruitment, communications, finance, travel, logistics, access, planning, concealment, opportunity, and movement toward violence. Counterterrorism tries to reconstruct that changing system from incomplete observations early enough to alter the outcome. ## Start here Begin with [Start Here](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Start+Here). It establishes the collection's literacy claim, the counterterrorism–cybersecurity merger, the Oden technical bridge, and the distinction among ground truth, observation, inference, and prediction. It is the shortest reliable orientation before entering the full ontology. - **[Basic Vocabulary](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Basic+Vocabulary)** defines the minimum language required to read the rest of the system: terrorism, intelligence, evidence, threat, identity, network, observation, inference, prediction, and authority. It matters because public confusion usually begins by collapsing these different objects into one another. - **[Post-9/11 Security Architecture](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Post-9-11+Security+Architecture)** maps the agencies, task forces, fusion centers, military support, financial authorities, contractors, technology platforms, and distributed participants reorganized around hidden threats. It shows why the security environment is an ecosystem rather than a single agency chart. - **[Counterterrorism and Cybersecurity](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Counterterrorism+and+Cybersecurity)** explains the merger of digital and physical defense across identity, communications, finance, infrastructure, telemetry, vulnerability, and human networks. It is essential because counterterrorism and cybersecurity are becoming one science of adversarial systems. - **[Terrorism and Radicalization](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Terrorism+and+Radicalization)** covers ideology, recruitment, mobilization, lone actors, stochastic influence, CVE, disengagement, deradicalization, and the non-deterministic movement toward violence. It supplies the human and social process layer beneath operational events. - **[Threat Networks](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Threat+Networks)** follows dangerous individuals, facilitators, support systems, financial networks, communications, travel, access, logistics, and cells. It matters because the operational object is usually a person-in-network rather than an isolated suspect. - **[Predictive Graphs](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Predictive+Graphs)** moves from static link charts to temporal, heterogeneous, probabilistic representations of hidden structure. It is the technical center for entity resolution, relationship inference, state estimation, forecasting, and uncertainty. - **[Predictive Policing and Probabilistic Precrime](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Predictive+Policing+and+Probabilistic+Precrime)** explains how security moves upstream from completed events toward risk states and conditional futures. It keeps prevention as the objective while separating intervention against an emerging harmful act from administrative foreclosure of a person's future. - **[Artificial Intelligence](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Artificial+Intelligence)** shows why graphs, latent states, multimodal observations, anomaly detection, uncertainty, and continuous updating are native computational objects for AI. It connects machine learning to the actual structure of the counterterrorism problem. - **[Fusion and Surveillance](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Fusion+and+Surveillance)** maps collection, contact tracing, identity resolution, pattern of life, sensors, fusion centers, and real-time observability. It explains how separately acquired observations become a common intelligence picture. - **[Counter-WMD](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Counter-WMD)** covers WMD law, DTRA, threat networks, dangerous individuals, delivery systems, radiation effects, and assembled mass-casualty systems. It is important because mass effect can emerge from a coupled system rather than one intrinsically destructive component. - **[Human Intelligence and Operational Roles](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Human+Intelligence+and+Operational+Roles)** distinguishes employees from informants, sources, undercover participants, role players, access agents, legends, contractors, and reporting relationships. It makes the distributed human layer visible without reducing it to payroll counts. - **[Compliance and Trust Infrastructure](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Compliance+and+Trust+Infrastructure)** explains classification, PKI, identity credentials, authorization, access control, provenance, auditability, RMF, and machine-readable assurance. It matters because interoperable AI and intelligence require a trust fabric capable of preserving permissions and accountability across domains. - **[Oden and Predictive Science](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Oden+and+Predictive+Science)** follows radiation transport, epidemics, inverse problems, uncertainty quantification, reduced-order modeling, digital twins, and real-time forecasting. It is the collection's technical Rosetta Stone for seeing the common predictive grammar beneath different physical and social systems. - **[Cognitive Warfare and Ideological Transmission](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Cognitive+Warfare+and+Ideological+Transmission)** covers information weapons, memetic transmission, complex contagion, propaganda, incitement, sacred values, and mass influence. It supplies the cognitive and informational layer through which ideology becomes behavior and organization. - **[Privacy and Civil Liberties](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Privacy+and+Civil+Liberties)** maps authorization, minimization, due process, oversight, error, redress, proportionality, and contestability. It is the governance route for understanding how high-resolution observation interacts with individualized state action. - **[Public Health and Violence Prevention](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Public+Health+and+Violence+Prevention)** connects population surveillance, epidemiological models, CVE, risk and protective factors, contact networks, prevention, and the organism/person distinction. It explains why public-health reasoning and counterterrorism can share models while retaining distinct legal objects. - **[AI and the Future of Terrorism](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+AI+and+the+Future+of+Terrorism)** examines the erosion of terrorists' informational asymmetry as AI improves entity resolution, graph inference, temporal modeling, and multimodal fusion. It also explains why strategic surprise remains possible even in a far more observable world. ## The institutional grammar The collection routes the public-facing vocabulary through [Terrorism](https://bryantmcgill.com/wiki/Terrorism), [Counterterrorism](https://bryantmcgill.com/wiki/Counterterrorism), [Intelligence](https://bryantmcgill.com/wiki/Intelligence), [Intelligence Community](https://bryantmcgill.com/wiki/Intelligence+Community), [National Counterterrorism Center](https://bryantmcgill.com/wiki/National+Counterterrorism+Center), [Threat Assessment](https://bryantmcgill.com/wiki/Threat+Assessment), [Watchlisting](https://bryantmcgill.com/wiki/Watchlisting), [Fusion Center](https://bryantmcgill.com/wiki/Fusion+Center), [HUMINT](https://bryantmcgill.com/wiki/HUMINT), [SIGINT](https://bryantmcgill.com/wiki/SIGINT), [OSINT](https://bryantmcgill.com/wiki/OSINT), [GEOINT](https://bryantmcgill.com/wiki/GEOINT), [All-Source Intelligence](https://bryantmcgill.com/wiki/All-Source+Intelligence), [Counterintelligence](https://bryantmcgill.com/wiki/Counterintelligence), and [WMD](https://bryantmcgill.com/wiki/Weapon+of+Mass+Destruction). These are not mysterious acronyms. They are names for functions: observe, identify, relate, assess, share, authorize, act, record, and review. The post-9/11 environment is distributed. The Intelligence Community, FBI, DHS, NCTC, JTTFs, fusion centers, DTRA, DoD, Army intelligence, Treasury, ICE/HSI, state and local agencies, financial institutions, transportation systems, infrastructure operators, contractors, sources, task-force officers, and technical specialists participate under different authorities. Interoperability does not make them one undifferentiated organization, and distributed participation does not make every participant an intelligence employee. ## Hidden networks and predictive intelligence [Counterterrorism Predictive Graph](https://bryantmcgill.com/wiki/Counterterrorism+Predictive+Graph) is the central technical synthesis. It joins [temporal heterogeneous graphs](https://bryantmcgill.com/wiki/Temporal+Heterogeneous+Graph), [entity resolution](https://bryantmcgill.com/wiki/Entity+Resolution), [link analysis](https://bryantmcgill.com/wiki/Link+Analysis), [Bayesian inference](https://bryantmcgill.com/wiki/Bayesian+Inference), [inverse problems](https://bryantmcgill.com/wiki/Inverse+Problem), [uncertainty quantification](https://bryantmcgill.com/wiki/Uncertainty+Quantification), [graph neural networks](https://bryantmcgill.com/wiki/Graph+Neural+Network), [link prediction](https://bryantmcgill.com/wiki/Link+Prediction), [multi-hop reasoning](https://bryantmcgill.com/wiki/Multi-Hop+Reasoning), [data assimilation](https://bryantmcgill.com/wiki/Data+Assimilation), [value of information](https://bryantmcgill.com/wiki/Value+of+Information), and [collection management](https://bryantmcgill.com/wiki/Collection+Management). The governing loop is: **Observe → Resolve → Relate → Infer → Quantify Uncertainty → Forecast → Identify Information Gaps → Collect or Fuse New Evidence → Reassess → Act Under Authority → Audit → Repeat** This architecture expresses the intelligence problem directly: hidden structure under partial observation, changing over time, with expensive consequences for missed threats, misidentification, and false attribution. ## Predictive policing and probabilistic precrime [Predictive policing](https://bryantmcgill.com/wiki/Predictive+Policing) is a principal destination concept because it is where graphs, person-in-network models, sensor fusion, inverse inference, uncertainty quantification, fusion centers, assurance, and AI become operationally useful: they can support decisions before a forecast event occurs. RAND defines predictive policing as analytical techniques used to identify likely targets for intervention in order to prevent crime or help solve past crime; its taxonomy includes forecasts of places and times, future offenders, perpetrators of past crimes, and potential victims. RAND also warns that the method is not a crystal ball. The temporal orientation moves upstream: **completed crime → preparation → capability → network state → risk state → conditional future** Traditional investigation reconstructs an event that occurred. [State-centered policing](https://bryantmcgill.com/wiki/State-Centered+Policing) estimates which present configurations make possible futures more or less probable: changing locations, strengthening relationships, anomalous trajectories, ideological reinforcement, logistical preparation, or the convergence of otherwise ambiguous observations. In its mature form, the loop is: **observe → resolve entities → construct relationships → infer hidden state → quantify uncertainty → forecast transitions → identify the most informative missing observation → lawfully collect or fuse evidence → update → determine whether intervention is justified** This is [probabilistic precrime](https://bryantmcgill.com/wiki/Probabilistic+Precrime): a computational model of possible futures translated into collection priorities and preventive decisions. A functioning security system should prevent murder, bombing, sabotage, cyberattack, and mass casualty rather than arrive afterward to count the dead and reconstruct the ruins. The real failure mode is [opportunity foreclosure](https://bryantmcgill.com/wiki/Opportunity+Foreclosure). [Peak Person and the Predicaments of Prediction](https://bryantmcgill.com/article-peak-person) draws the decisive line: **intervene against the predicted harmful act; do not prematurely foreclose the predicted person.** Prediction becomes destructive when it quietly closes employment, education, credit, treatment, visibility, mobility, relationships, restoration, and other future-bearing paths until the model manufactures the declining life it predicted. The governing distinction is: **prevent the harmful event → preserve the person's field of becoming** This is why [counterfactual opportunity](https://bryantmcgill.com/wiki/Counterfactual+Opportunity) and the [right not to be finalized by a forecast](https://bryantmcgill.com/wiki/Right+Not+to+Be+Finalized+by+a+Forecast) belong inside predictive security. Prediction should increase intelligent intervention where harm is emerging. It should not become an administrative license to thin a human future across unrelated domains. A mature predictive system therefore runs two error functions. The first counts the catastrophes it failed to prevent; [the second error function](https://bryantmcgill.com/wiki/The+Second+Error+Function) counts the harms it produced while preventing them. [Security Harms Topology](https://bryantmcgill.com/wiki/Security+Harms+Topology) maps how [watchlist misidentification](https://bryantmcgill.com/wiki/Watchlist+Misidentification), [graph error propagation](https://bryantmcgill.com/wiki/Graph+Error+Propagation), [redress opacity](https://bryantmcgill.com/wiki/Redress+Opacity), [iatrogenic intervention](https://bryantmcgill.com/wiki/Iatrogenic+Security+Intervention), [surveillance purpose migration](https://bryantmcgill.com/wiki/Surveillance+Purpose+Migration), and the [trust externality](https://bryantmcgill.com/wiki/Surveillance+Trust+Externality) can become **compounding downstream destruction across mobility, immigration, employment, education, family, reputation, finances, psychological stability, relationships, and future opportunity**. Deployment makes the training data endogenous through [observation-induced ground truth](https://bryantmcgill.com/wiki/Observation-Induced+Ground+Truth), [selective labels](https://bryantmcgill.com/wiki/Selective+Labels), and [runaway feedback](https://bryantmcgill.com/wiki/Runaway+Predictive+Feedback+Loop), and redress remains [legibility-gated](https://bryantmcgill.com/wiki/Legibility-Gated+Redress). [Harms Incurred While Bringing Preventive Systems Online](https://bryantmcgill.com/harms-of-predictive-counter-terrorism-systems) maps these harms stage by stage from the documented public record. ## Ideology, people, and mass effect Ideology can be modeled as transmissible informational content in a heterogeneous social network. [Complex contagion](https://bryantmcgill.com/wiki/Complex+Contagion) makes repeated exposure, peer reinforcement, variable susceptibility, competing influences, and non-deterministic adoption explicit. [Weaponized ideology](https://bryantmcgill.com/wiki/Weaponized+Ideology), [cognitive warfare](https://bryantmcgill.com/wiki/Cognitive+Warfare), [weapons of mass influence](https://bryantmcgill.com/wiki/Weapon+of+Mass+Influence), and [weapons of mass persuasion](https://bryantmcgill.com/wiki/Weapon+of+Mass+Persuasion) describe how information can alter cognition and behavior at scale. The legal WMD definition remains narrower. A [dangerous individual](https://bryantmcgill.com/wiki/Dangerous+Individual) need not literally be a statutory WMD to become the decisive cognitive, guidance, activation, or delivery component of a [mass-casualty threat system](https://bryantmcgill.com/wiki/Mass-Casualty+Threat+System). The September 11 configuration demonstrates the principle: ideology supplied the objective, people supplied cognition and guidance, aircraft supplied energy and mobility, and the assembled system produced mass destruction. **Mass destruction can be an emergent property of a coupled threat system rather than an intrinsic property of one component.** ## Human CVE, neurosecurity, and writable endpoints The [human CVE](https://bryantmcgill.com/wiki/Human+CVE) is the person-scale expression of the same systems grammar. A dangerous individual can be the [threat actor](https://bryantmcgill.com/wiki/Threat+Actor), the [attack vector](https://bryantmcgill.com/wiki/Attack+Vector), and the [vulnerability-bearing condition](https://bryantmcgill.com/wiki/Vulnerability) at once when access, placement, credentials, knowledge, capability, intent, and network position create an exploitable path through a sociotechnical system. The acronym **CVE** also produces a striking [name collision](https://bryantmcgill.com/wiki/CVE-CVE+Convergence) between [Common Vulnerabilities and Exposures](https://bryantmcgill.com/wiki/Common+Vulnerabilities+and+Exposures) and [Countering Violent Extremism](https://bryantmcgill.com/wiki/Countering+Violent+Extremism); both expose the preventive cycle from vulnerability and exposure through detection, prioritization, intervention, and resilience. [Bidirectional brain-computer interfaces](https://bryantmcgill.com/wiki/Brain-Computer+Interfaces) create a second and more literal meaning. A read-only neural interface observes biology; a writable interface can alter neural state. The protected endpoint becomes a [cyber-biological system](https://bryantmcgill.com/wiki/Cyber-Biological+System), and a previously safe person-system can become dangerous because the implant, adaptive model, permissions, communications, or [neural command channel](https://bryantmcgill.com/wiki/Neural+Command+Channel) has been compromised. In this configuration the person can be the victim, the compromised endpoint, and the vehicle through which downstream harm becomes possible. [Brainjacking](https://bryantmcgill.com/wiki/Brainjacking) is the established research term for unauthorized control of an electronic brain implant. The response architecture cannot end at the processor. [Neurosecurity](https://bryantmcgill.com/wiki/Neurosecurity) must protect code integrity, model integrity, command integrity, and [neural integrity](https://bryantmcgill.com/wiki/Neural+Integrity). It must determine whether the device is trustworthy, whether the write channel is trustworthy, and whether the biological endpoint remained within or returned to an authorized safe state. A mature incident process therefore proceeds through [neural incident response](https://bryantmcgill.com/wiki/Neural+Incident+Response) to [verified neural restoration](https://bryantmcgill.com/wiki/Verified+Neural+Restoration) against a [trusted neural baseline](https://bryantmcgill.com/wiki/Trusted+Neural+Baseline). The institutional foundation is already visible. [CVE](https://bryantmcgill.com/wiki/Common+Vulnerabilities+and+Exposures) supplies persistent vulnerability identity; the [NVD](https://bryantmcgill.com/wiki/National+Vulnerability+Database) supplies machine-readable enrichment; the [KEV Catalog](https://bryantmcgill.com/wiki/Known+Exploited+Vulnerabilities+Catalog) records exploitation in the wild; [CVSS](https://bryantmcgill.com/wiki/Common+Vulnerability+Scoring+System) and [SSVC](https://bryantmcgill.com/wiki/Stakeholder-Specific+Vulnerability+Categorization) add severity and action-oriented prioritization; [SBOM](https://bryantmcgill.com/wiki/Software+Bill+of+Materials) and [VEX](https://bryantmcgill.com/wiki/Vulnerability+Exploitability+eXchange) map dependency and affected status; and [medical-device vulnerability management](https://bryantmcgill.com/wiki/Medical+Device+Vulnerability+Management) already requires monitoring, exploit response, patches, updates, and lifecycle assurance. The security model evolves from patching a machine to protecting and restoring the complete human-machine system: **[continuous vulnerability intelligence](https://bryantmcgill.com/wiki/Continuous+Vulnerability+Intelligence) → [continuous human-machine state estimation](https://bryantmcgill.com/wiki/Human-Machine+State+Estimation) → [predictive exploit detection](https://bryantmcgill.com/wiki/Predictive+Exploit+Detection) → rapid containment → trusted remediation → [verified restoration](https://bryantmcgill.com/wiki/Verified+Neural+Restoration)** ## AI and the future Terrorist organizations historically benefited from informational asymmetry: weak ties, aliases, compartmentation, jurisdictional seams, fragmented institutions, enormous data volume, and limited human attention. AI progressively attacks those advantages because graphs, hidden relationships, uncertain identities, temporal sequences, multimodal observations, latent states, competing hypotheses, and probability distributions are its native objects. In this deeper sense, the hidden graph is the **native soul of AI**: machine learning is unusually well suited to finding structure in incomplete, high-dimensional observations and updating that structure as evidence changes. That advantage is conditional. Models inherit missing data, adversarial deception, collection bias, identity errors, base-rate problems, and legal limits. AI can prioritize and infer; it cannot convert uncertainty into ground truth. The corresponding synthesis page is [AI and the End of Terrorism](https://bryantmcgill.com/wiki/AI+and+the+End+of+Terrorism). ## Assurance is the trust fabric Modern intelligence cannot move across civilian, military, law-enforcement, contractor, and IC systems without machine-readable identity, provenance, authorization, classification, access, and audit evidence. [Assurance Infrastructure](https://bryantmcgill.com/wiki/Assurance+Infrastructure), [NIST SP 800-53](https://bryantmcgill.com/wiki/NIST+SP+800-53), [RMF](https://bryantmcgill.com/wiki/Risk+Management+Framework), [CNSSI 1253](https://bryantmcgill.com/wiki/CNSSI+1253), [ICD 503](https://bryantmcgill.com/wiki/ICD+503), [PKI](https://bryantmcgill.com/wiki/Public+Key+Infrastructure), [PIV/CAC](https://bryantmcgill.com/wiki/PIV+and+CAC), [Audit and Accountability](https://bryantmcgill.com/wiki/Audit+and+Accountability), and [Authorization to Operate](https://bryantmcgill.com/wiki/Authorization+to+Operate) form part of the computational trust fabric. This is also why classified systems should not be imagined as an entirely separate technological civilization. Much of the architecture consists of familiar enterprise technologies placed inside stricter identity, compartmentation, handling, authorization, and accountability regimes. ## Intellectual Neighbors: Systems, Intelligence, AI, and Protective Technology This collection belongs to a serious intellectual tradition of systems-oriented national-security thinking. Its concern is how sensing, intelligence, networks, prediction, AI, institutions, contractors, compliance, and human behavior combine into protective capacity—and how that machinery can be made legible to an informed citizen. [The full intellectual-neighborhood node](https://bryantmcgill.com/wiki/Intellectual+Neighborhood+of+the+Counterterrorism+Collection) explains why each person appears here. - **Network structure and social behavior:** [Kathleen Carley](https://bryantmcgill.com/wiki/Kathleen+Carley) develops computational social-network and organizational analysis; [Alex Pentland](https://bryantmcgill.com/wiki/Alex+Pentland) connects behavioral sensing, social physics, and institutional decision systems; [MIT Connection Science](https://bryantmcgill.com/wiki/MIT+Connection+Science) supplies an institutional home for that data-and-networks tradition. - **Intelligence institutions and technological adaptation:** [Amy Zegart](https://bryantmcgill.com/wiki/Amy+Zegart) studies intelligence failure and the transformation of espionage by emerging technology; [Sue Gordon](https://bryantmcgill.com/wiki/Sue+Gordon) connects enterprise integration, commercial technology, and intelligence operations; [David Omand](https://bryantmcgill.com/wiki/David+Omand) articulates intelligence as a disciplined aid to public decision. - **AI, defense, and institutional capability:** [Jason Matheny](https://bryantmcgill.com/wiki/Jason+Matheny) bridges AI, biosecurity, forecasting, and public-purpose research; [Gilman Louie](https://bryantmcgill.com/wiki/Gilman+Louie) connects commercial innovation, venture capital, and intelligence acquisition; [Paul Scharre](https://bryantmcgill.com/wiki/Paul+Scharre) examines military AI, autonomy, decision speed, and command. - **Networks, terrorism, and future conflict:** [Audrey Kurth Cronin](https://bryantmcgill.com/wiki/Audrey+Kurth+Cronin) studies how technology changes terrorist organizations and campaigns; [John Arquilla](https://bryantmcgill.com/wiki/John+Arquilla) and [David Ronfeldt](https://bryantmcgill.com/wiki/David+Ronfeldt) developed the netwar framework; [P. W. Singer](https://bryantmcgill.com/wiki/Peter+Warren+Singer) explains the convergence of technology, social media, and conflict; [Brian Michael Jenkins](https://bryantmcgill.com/wiki/Brian+Michael+Jenkins) grounds terrorism analysis in long institutional experience. - **Security engineering as systems thinking:** [Bruce Schneier](https://bryantmcgill.com/wiki/Bruce+Schneier) treats security as an adversarial property of complete systems, including technology, incentives, institutions, and people. ## How to read evidence here - **Established:** documented in primary or authoritative sources. - **Strongly indicated:** supported by multiple converging records or constraints. - **Plausible:** consistent with capability, motive, infrastructure, and timing while awaiting a deciding record. - **Unresolved:** a named question accompanied by the evidence that would promote or demote it. Absence of public documentation is not evidence that an operation did not occur. Secrecy is likewise not affirmative proof that it did. The [evidence ladder](https://bryantmcgill.com/wiki/Counterterrorism+Predictive+Graph+Evidence+Ladder) separates documented capability, cross-domain transfer, sponsor relevance, foreseeable dual use, and specific operational application. ## Collection guide hubs (18) Reader-facing routes through the collection’s principal domains. Each hub explains what its linked cluster contains and why the cluster matters. - [AI and the Future of Terrorism](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+AI+and+the+Future+of+Terrorism) - [Artificial Intelligence](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Artificial+Intelligence) - [Basic Vocabulary](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Basic+Vocabulary) - [Cognitive Warfare and Ideological Transmission](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Cognitive+Warfare+and+Ideological+Transmission) - [Compliance and Trust Infrastructure](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Compliance+and+Trust+Infrastructure) - [Counter-WMD](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Counter-WMD) - [Counterterrorism and Cybersecurity](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Counterterrorism+and+Cybersecurity) - [Fusion and Surveillance](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Fusion+and+Surveillance) - [Human Intelligence and Operational Roles](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Human+Intelligence+and+Operational+Roles) - [Oden and Predictive Science](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Oden+and+Predictive+Science) - [Post-9-11 Security Architecture](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Post-9-11+Security+Architecture) - [Predictive Graphs](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Predictive+Graphs) - [Predictive Policing and Probabilistic Precrime](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Predictive+Policing+and+Probabilistic+Precrime) - [Privacy and Civil Liberties](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Privacy+and+Civil+Liberties) - [Public Health and Violence Prevention](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Public+Health+and+Violence+Prevention) - [Start Here](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Start+Here) - [Terrorism and Radicalization](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Terrorism+and+Radicalization) - [Threat Networks](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Threat+Networks) ## Relationships - **canonical wiki hub:** [Counterterrorism](https://bryantmcgill.com/wiki/Counterterrorism). - **predictive synthesis:** [Counterterrorism Predictive Graph](https://bryantmcgill.com/wiki/Counterterrorism+Predictive+Graph). - **research roots:** [Network-Epidemiological Analysis](https://bryantmcgill.com/research/A+Network-Epidemiological+Analysis+of+Radicalization+and+Real-Time+Counterterrorism+Observability), [ICEPIC](https://bryantmcgill.com/research/Immigration+and+Customs+Enforcement+Pattern+Analysis+and+Information+Collection+(ICEPIC)), [Oden Theater-to-Person Predictive Scale](https://bryantmcgill.com/research/Oden+Institute+-+Theater-to-Person+Predictive+Scale), [Dangerous Individuals, Weaponized Ideology, and Mass-Effect Systems](https://bryantmcgill.com/research/Dangerous+Individuals%2C+Weaponized+Ideology%2C+and+Mass-Effect+Systems), and [Harms Incurred While Bringing Preventive Systems Online](https://bryantmcgill.com/harms-of-predictive-counter-terrorism-systems). - **harm accounting:** [Security Harms Topology](https://bryantmcgill.com/wiki/Security+Harms+Topology), [The Second Error Function](https://bryantmcgill.com/wiki/The+Second+Error+Function), [Watchlist Misidentification](https://bryantmcgill.com/wiki/Watchlist+Misidentification), and [Operational Activity and the Common Rule](https://bryantmcgill.com/wiki/Operational+Activity+and+the+Common+Rule). - **literacy thesis:** [The Right to Understand Your World](https://bryantmcgill.com/thoughts/The+Right+to+Understand+Your+World). - **companion article on prediction:** [Peak Person and the Predicaments of Prediction](https://bryantmcgill.com/article-peak-person). * * * ## Master topic router This is the primary entrance into the complete counterterrorism knowledge graph. The main topic index routes **938 live wiki nodes** through 25 functional categories; the 18 reader-facing guide hubs bring the collection's total to **956 distinct wiki routes**. The same concept may participate in several systems, but each node appears once here under its principal reader-facing route so the index remains navigable. The router is deliberately larger than [Terrorism](https://bryantmcgill.com/wiki/Terrorism) or [Counterterrorism](https://bryantmcgill.com/wiki/Counterterrorism). Those entries define domains. This collection exposes the entire universe surrounding them: intelligence disciplines, organizations, human roles, threat networks, epidemiology, graph mathematics, identity, sensing, AI, uncertainty, data infrastructure, cybersecurity, law, scientific computing, WMD effects, and the intellectual genealogy of the synthesis. ### Core concepts and synthesis bridges (103) The conceptual grammar that joins institutions, computation, human behavior, observation, prediction, and intervention. [AI Warfare](https://bryantmcgill.com/wiki/AI+Warfare), [Assurance Layer](https://bryantmcgill.com/wiki/Assurance+Layer), [Attribute-Based Access Control](https://bryantmcgill.com/wiki/Attribute-Based+Access+Control), [Attributed Graph](https://bryantmcgill.com/wiki/Attributed+Graph), [Autonomous Weapons](https://bryantmcgill.com/wiki/Autonomous+Weapons), [Classification](https://bryantmcgill.com/wiki/Classification), [CNSSI 1253](https://bryantmcgill.com/wiki/CNSSI+1253), [Cohort Model](https://bryantmcgill.com/wiki/Cohort+Model), [Computational Social Science](https://bryantmcgill.com/wiki/Computational+Social+Science), [Connected Component](https://bryantmcgill.com/wiki/Connected+Component), [Contact Network](https://bryantmcgill.com/wiki/Contact+Network), [Contact Tracing](https://bryantmcgill.com/wiki/Contact+Tracing), [Contact Tracing as Network Inference](https://bryantmcgill.com/wiki/Contact+Tracing+as+Network+Inference), [Controlled Construction of Consequential Human Context](https://bryantmcgill.com/wiki/Controlled+Construction+of+Consequential+Human+Context), [Counterintelligence](https://bryantmcgill.com/wiki/Counterintelligence), [CVE-CVE Convergence](https://bryantmcgill.com/wiki/CVE-CVE+Convergence), [Defense Threat Reduction Agency](https://bryantmcgill.com/wiki/Defense+Threat+Reduction+Agency), [Digital Intelligence](https://bryantmcgill.com/wiki/Digital+Intelligence), [Digital Twin](https://bryantmcgill.com/wiki/Digital+Twin), [Digital Twin of an Investigative Hypothesis](https://bryantmcgill.com/wiki/Digital+Twin+of+an+Investigative+Hypothesis), [Dynamic Graph](https://bryantmcgill.com/wiki/Dynamic+Graph), [Dynamic Network](https://bryantmcgill.com/wiki/Dynamic+Network), [Echo Chamber](https://bryantmcgill.com/wiki/Echo+Chamber), [Emerging Technology](https://bryantmcgill.com/wiki/Emerging+Technology), [Entity Graph](https://bryantmcgill.com/wiki/Entity+Graph), [Entity Resolution](https://bryantmcgill.com/wiki/Entity+Resolution), [Event Graph](https://bryantmcgill.com/wiki/Event+Graph), [Evidence-to-State Estimation](https://bryantmcgill.com/wiki/Evidence-to-State+Estimation), [Failure of Imagination](https://bryantmcgill.com/wiki/Failure+of+Imagination), [False Positive](https://bryantmcgill.com/wiki/False+Positive), [From Cohort to Individual](https://bryantmcgill.com/wiki/From+Cohort+to+Individual), [From Link Chart to Predictive Graph](https://bryantmcgill.com/wiki/From+Link+Chart+to+Predictive+Graph), [Fusion Center](https://bryantmcgill.com/wiki/Fusion+Center), [Fusion Layer](https://bryantmcgill.com/wiki/Fusion+Layer), [Future of War](https://bryantmcgill.com/wiki/Future+of+War), [Gaming and Defense](https://bryantmcgill.com/wiki/Gaming+and+Defense), [Graph Neighborhood](https://bryantmcgill.com/wiki/Graph+Neighborhood), [Graph State](https://bryantmcgill.com/wiki/Graph+State), [Graph-to-Collection Feedback Loop](https://bryantmcgill.com/wiki/Graph-to-Collection+Feedback+Loop), [Hidden State](https://bryantmcgill.com/wiki/Hidden+State), [Human as Receptor](https://bryantmcgill.com/wiki/Human+as+Receptor), [Ideology as Transmissible Information](https://bryantmcgill.com/wiki/Ideology+as+Transmissible+Information), [In-Q-Tel](https://bryantmcgill.com/wiki/In-Q-Tel), [Inference Layer](https://bryantmcgill.com/wiki/Inference+Layer), [Intelligence Failure](https://bryantmcgill.com/wiki/Intelligence+Failure), [Intelligence Fusion](https://bryantmcgill.com/wiki/Intelligence+Fusion), [Interaction Graph](https://bryantmcgill.com/wiki/Interaction+Graph), [Inverse Problem](https://bryantmcgill.com/wiki/Inverse+Problem), [Kathleen M. Carley](https://bryantmcgill.com/wiki/Kathleen+M.+Carley), [Latent Network State](https://bryantmcgill.com/wiki/Latent+Network+State), [Link Analysis](https://bryantmcgill.com/wiki/Link+Analysis), [Local Subgraph](https://bryantmcgill.com/wiki/Local+Subgraph), [Machine Learning](https://bryantmcgill.com/wiki/Machine+Learning), [Machine-Readable Intelligence](https://bryantmcgill.com/wiki/Machine-Readable+Intelligence), [Military AI](https://bryantmcgill.com/wiki/Military+AI), [Multifidelity Modeling](https://bryantmcgill.com/wiki/Multifidelity+Modeling), [Multiplex Network](https://bryantmcgill.com/wiki/Multiplex+Network), [Narrative Bandwidth](https://bryantmcgill.com/wiki/Narrative+Bandwidth), [National Network of Fusion Centers](https://bryantmcgill.com/wiki/National+Network+of+Fusion+Centers), [Natural Language Processing](https://bryantmcgill.com/wiki/Natural+Language+Processing), [Netwar](https://bryantmcgill.com/wiki/Netwar), [Network as Transport Medium](https://bryantmcgill.com/wiki/Network+as+Transport+Medium), [Network Cluster](https://bryantmcgill.com/wiki/Network+Cluster), [Network Dynamics](https://bryantmcgill.com/wiki/Network+Dynamics), [Network Evolution](https://bryantmcgill.com/wiki/Network+Evolution), [Network State Estimation](https://bryantmcgill.com/wiki/Network+State+Estimation), [Network-Centric Conflict](https://bryantmcgill.com/wiki/Network-Centric+Conflict), [NIST SP 800-53](https://bryantmcgill.com/wiki/NIST+SP+800-53), [Observable State](https://bryantmcgill.com/wiki/Observable+State), [Ontology](https://bryantmcgill.com/wiki/Ontology), [Operational Layer](https://bryantmcgill.com/wiki/Operational+Layer), [Operational Security](https://bryantmcgill.com/wiki/Operational+Security), [Pattern Recognition](https://bryantmcgill.com/wiki/Pattern+Recognition), [Pattern-of-Life Analysis](https://bryantmcgill.com/wiki/Pattern-of-Life+Analysis), [PECOS](https://bryantmcgill.com/wiki/PECOS), [Placement and Access](https://bryantmcgill.com/wiki/Placement+and+Access), [Predictive Graph Digital Twin](https://bryantmcgill.com/wiki/Predictive+Graph+Digital+Twin), [Predictive Intelligence Architecture](https://bryantmcgill.com/wiki/Predictive+Intelligence+Architecture), [Predictive Intelligence Loop](https://bryantmcgill.com/wiki/Predictive+Intelligence+Loop), [Predictive Network Intelligence](https://bryantmcgill.com/wiki/Predictive+Network+Intelligence), [Predictive Science](https://bryantmcgill.com/wiki/Predictive+Science), [Probabilistic Graph](https://bryantmcgill.com/wiki/Probabilistic+Graph), [Provenance](https://bryantmcgill.com/wiki/Provenance), [Ranking](https://bryantmcgill.com/wiki/Ranking), [Retrieval-Augmented Generation](https://bryantmcgill.com/wiki/Retrieval-Augmented+Generation), [Scientific Machine Learning](https://bryantmcgill.com/wiki/Scientific+Machine+Learning), [Security Engineering](https://bryantmcgill.com/wiki/Security+Engineering), [Self-Supervised Learning](https://bryantmcgill.com/wiki/Self-Supervised+Learning), [Semantic Interoperability](https://bryantmcgill.com/wiki/Semantic+Interoperability), [Social Attractor](https://bryantmcgill.com/wiki/Social+Attractor), [Social Media and Conflict](https://bryantmcgill.com/wiki/Social+Media+and+Conflict), [Social Physics](https://bryantmcgill.com/wiki/Social+Physics), [Tan Bui-Thanh](https://bryantmcgill.com/wiki/Tan+Bui-Thanh), [Texas Advanced Computing Center](https://bryantmcgill.com/wiki/Texas+Advanced+Computing+Center), [The Second Error Function](https://bryantmcgill.com/wiki/The+Second+Error+Function), [Theater-to-Person Scale](https://bryantmcgill.com/wiki/Theater-to-Person+Scale), [Threat Assessment](https://bryantmcgill.com/wiki/Threat+Assessment), [Transport as a General Predictive Architecture](https://bryantmcgill.com/wiki/Transport+as+a+General+Predictive+Architecture), [Unified Federal Information Security Framework](https://bryantmcgill.com/wiki/Unified+Federal+Information+Security+Framework) [Security Harms Topology](https://bryantmcgill.com/wiki/Security+Harms+Topology), [Distributed Erroneous State](https://bryantmcgill.com/wiki/Distributed+Erroneous+State), [Identity-Rooted Error Amplification](https://bryantmcgill.com/wiki/Identity-Rooted+Error+Amplification), [Cumulative Downstream Burden](https://bryantmcgill.com/wiki/Cumulative+Downstream+Burden) ### Terrorism, radicalization, CVE, and counterterrorism (82) Terrorism as an adaptive strategic phenomenon; radicalization, mobilization, prevention, disruption, and counterterrorism institutions. [Activity-Based Intelligence](https://bryantmcgill.com/wiki/Activity-Based+Intelligence), [All-Source Analysis](https://bryantmcgill.com/wiki/All-Source+Analysis), [Association Analysis](https://bryantmcgill.com/wiki/Association+Analysis), [Behavioral Mobilization](https://bryantmcgill.com/wiki/Behavioral+Mobilization), [Biographic Intelligence](https://bryantmcgill.com/wiki/Biographic+Intelligence), [Biometric Intelligence](https://bryantmcgill.com/wiki/Biometric+Intelligence), [Biosecurity](https://bryantmcgill.com/wiki/Biosecurity), [Bystander Reporting](https://bryantmcgill.com/wiki/Bystander+Reporting), [Clique](https://bryantmcgill.com/wiki/Clique), [Communications Intelligence](https://bryantmcgill.com/wiki/Communications+Intelligence), [Contact and Support Network](https://bryantmcgill.com/wiki/Contact+and+Support+Network), [Counterterrorism](https://bryantmcgill.com/wiki/Counterterrorism), [Counterterrorism Predictive Graph](https://bryantmcgill.com/wiki/Counterterrorism+Predictive+Graph), [Counterterrorism Threat Analysis](https://bryantmcgill.com/wiki/Counterterrorism+Threat+Analysis), [Data Correlation](https://bryantmcgill.com/wiki/Data+Correlation), [Deradicalization](https://bryantmcgill.com/wiki/Deradicalization), [Domestic Radicalization](https://bryantmcgill.com/wiki/Domestic+Radicalization), [Extremist Cohort](https://bryantmcgill.com/wiki/Extremist+Cohort), [Extremist Recruitment](https://bryantmcgill.com/wiki/Extremist+Recruitment), [Extremist Social Network](https://bryantmcgill.com/wiki/Extremist+Social+Network), [Forward and Inverse Counterterrorism Modeling](https://bryantmcgill.com/wiki/Forward+and+Inverse+Counterterrorism+Modeling), [From Epidemic Model to Counterterrorism Graph](https://bryantmcgill.com/wiki/From+Epidemic+Model+to+Counterterrorism+Graph), [Future of Political Violence](https://bryantmcgill.com/wiki/Future+of+Political+Violence), [Group Polarization](https://bryantmcgill.com/wiki/Group+Polarization), [Group Radicalization](https://bryantmcgill.com/wiki/Group+Radicalization), [Iatrogenic Security Intervention](https://bryantmcgill.com/wiki/Iatrogenic+Security+Intervention), [Identity Resolution](https://bryantmcgill.com/wiki/Identity+Resolution), [Ideological Adoption](https://bryantmcgill.com/wiki/Ideological+Adoption), [Ideological Reinforcement](https://bryantmcgill.com/wiki/Ideological+Reinforcement), [Ideological Transmission](https://bryantmcgill.com/wiki/Ideological+Transmission), [Innovation and Terrorism](https://bryantmcgill.com/wiki/Innovation+and+Terrorism), [Insurgency](https://bryantmcgill.com/wiki/Insurgency), [Intellectual Neighborhood of the Counterterrorism Collection](https://bryantmcgill.com/wiki/Intellectual+Neighborhood+of+the+Counterterrorism+Collection), [Intelligence Correlation](https://bryantmcgill.com/wiki/Intelligence+Correlation), [Intelligence Lead](https://bryantmcgill.com/wiki/Intelligence+Lead), [Intelligence Link Analysis](https://bryantmcgill.com/wiki/Intelligence+Link+Analysis), [Intelligence Preparation of the Operational Environment](https://bryantmcgill.com/wiki/Intelligence+Preparation+of+the+Operational+Environment), [Intervention Point](https://bryantmcgill.com/wiki/Intervention+Point), [Isolated Clique](https://bryantmcgill.com/wiki/Isolated+Clique), [Known or Suspected Terrorist](https://bryantmcgill.com/wiki/Known+or+Suspected+Terrorist), [Lead Generation](https://bryantmcgill.com/wiki/Lead+Generation), [Lone Actor](https://bryantmcgill.com/wiki/Lone+Actor), [Lone-Actor Network](https://bryantmcgill.com/wiki/Lone-Actor+Network), [Mobilization to Violence](https://bryantmcgill.com/wiki/Mobilization+to+Violence), [Narrative Transmission](https://bryantmcgill.com/wiki/Narrative+Transmission), [National Counterterrorism Center](https://bryantmcgill.com/wiki/National+Counterterrorism+Center), [Network of Contacts and Support](https://bryantmcgill.com/wiki/Network+of+Contacts+and+Support), [Offline Radicalization](https://bryantmcgill.com/wiki/Offline+Radicalization), [Online Community](https://bryantmcgill.com/wiki/Online+Community), [Online Radicalization](https://bryantmcgill.com/wiki/Online+Radicalization), [Online Subculture](https://bryantmcgill.com/wiki/Online+Subculture), [Pathway to Violence](https://bryantmcgill.com/wiki/Pathway+to+Violence), [Pattern of Life](https://bryantmcgill.com/wiki/Pattern+of+Life), [Peer Radicalization](https://bryantmcgill.com/wiki/Peer+Radicalization), [Propaganda Exposure](https://bryantmcgill.com/wiki/Propaganda+Exposure), [Protective Factor](https://bryantmcgill.com/wiki/Protective+Factor), [Radicalization](https://bryantmcgill.com/wiki/Radicalization), [Radicalization Network](https://bryantmcgill.com/wiki/Radicalization+Network), [Radicalization Pathway](https://bryantmcgill.com/wiki/Radicalization+Pathway), [Radicalization to Violence](https://bryantmcgill.com/wiki/Radicalization+to+Violence), [Recruitment](https://bryantmcgill.com/wiki/Recruitment), [Risk Factor](https://bryantmcgill.com/wiki/Risk+Factor), [Social Isolation](https://bryantmcgill.com/wiki/Social+Isolation), [Social Media and Terrorism](https://bryantmcgill.com/wiki/Social+Media+and+Terrorism), [Terrorism](https://bryantmcgill.com/wiki/Terrorism), [Terrorism Datapoint](https://bryantmcgill.com/wiki/Terrorism+Datapoint), [Terrorism Information](https://bryantmcgill.com/wiki/Terrorism+Information), [Terrorism Screening](https://bryantmcgill.com/wiki/Terrorism+Screening), [Terrorist Identities Datamart Environment](https://bryantmcgill.com/wiki/Terrorist+Identities+Datamart+Environment), [Terrorist Organization](https://bryantmcgill.com/wiki/Terrorist+Organization), [Terrorist Screening Database](https://bryantmcgill.com/wiki/Terrorist+Screening+Database), [Terrorist Tradecraft](https://bryantmcgill.com/wiki/Terrorist+Tradecraft), [Threat Analysis](https://bryantmcgill.com/wiki/Threat+Analysis), [Transportation Security](https://bryantmcgill.com/wiki/Transportation+Security), [Travel Intelligence](https://bryantmcgill.com/wiki/Travel+Intelligence), [Uncertainty-Aware Counterterrorism Analysis](https://bryantmcgill.com/wiki/Uncertainty-Aware+Counterterrorism+Analysis), [Violent Extremism](https://bryantmcgill.com/wiki/Violent+Extremism), [Watchlisting](https://bryantmcgill.com/wiki/Watchlisting) [Rahinah Ibrahim](https://bryantmcgill.com/wiki/Rahinah+Ibrahim), [Threat Screening Center](https://bryantmcgill.com/wiki/Threat+Screening+Center), [Terrorist Screening Center](https://bryantmcgill.com/wiki/Terrorist+Screening+Center), [Transnational Organized Crime](https://bryantmcgill.com/wiki/Transnational+Organized+Crime) ### Intelligence disciplines, analysis, and fusion (14) The disciplines and analytic practices that turn fragmented observation into assessed understanding and warning. [All-Source Intelligence](https://bryantmcgill.com/wiki/All-Source+Intelligence), [Financial Intelligence](https://bryantmcgill.com/wiki/Financial+Intelligence), [GEOINT](https://bryantmcgill.com/wiki/GEOINT), [Graph-Based Intelligence Analysis](https://bryantmcgill.com/wiki/Graph-Based+Intelligence+Analysis), [HUMINT](https://bryantmcgill.com/wiki/HUMINT), [Identity Intelligence](https://bryantmcgill.com/wiki/Identity+Intelligence), [Information Overload](https://bryantmcgill.com/wiki/Information+Overload), [Intelligence Analysis](https://bryantmcgill.com/wiki/Intelligence+Analysis), [Intelligence Integration](https://bryantmcgill.com/wiki/Intelligence+Integration), [MASINT](https://bryantmcgill.com/wiki/MASINT), [OSINT](https://bryantmcgill.com/wiki/OSINT), [Producer Function](https://bryantmcgill.com/wiki/Producer+Function), [SIGINT](https://bryantmcgill.com/wiki/SIGINT), [Talent Spotter](https://bryantmcgill.com/wiki/Talent+Spotter) ### Human sources, operational roles, and reporting (4) The human participants, source roles, reporting relationships, and operational functions that sit outside simple employee counts. [Access Agent](https://bryantmcgill.com/wiki/Access+Agent), [Backstopping](https://bryantmcgill.com/wiki/Backstopping), [Confidential Human Source](https://bryantmcgill.com/wiki/Confidential+Human+Source), [Principal Agent](https://bryantmcgill.com/wiki/Principal+Agent) ### Operational networks, attack surfaces, and disruption (26) Cells, support structures, attack paths, brokers, vulnerabilities, and the operational logic of finding and changing dangerous networks. [Adversarial Adaptation](https://bryantmcgill.com/wiki/Adversarial+Adaptation), [Cell Structure](https://bryantmcgill.com/wiki/Cell+Structure), [Command-and-Control Network](https://bryantmcgill.com/wiki/Command-and-Control+Network), [Communications Network](https://bryantmcgill.com/wiki/Communications+Network), [Cooperating Witness](https://bryantmcgill.com/wiki/Cooperating+Witness), [Courier](https://bryantmcgill.com/wiki/Courier), [Cutout](https://bryantmcgill.com/wiki/Cutout), [Facilitation Network](https://bryantmcgill.com/wiki/Facilitation+Network), [Facilitator](https://bryantmcgill.com/wiki/Facilitator), [Financial Network](https://bryantmcgill.com/wiki/Financial+Network), [Human Source Network](https://bryantmcgill.com/wiki/Human+Source+Network), [Informant](https://bryantmcgill.com/wiki/Informant), [Intermediary](https://bryantmcgill.com/wiki/Intermediary), [Legend](https://bryantmcgill.com/wiki/Legend), [Logistics Network](https://bryantmcgill.com/wiki/Logistics+Network), [Network Compartmentation](https://bryantmcgill.com/wiki/Network+Compartmentation), [Novel Attack Chain](https://bryantmcgill.com/wiki/Novel+Attack+Chain), [Propaganda Network](https://bryantmcgill.com/wiki/Propaganda+Network), [Recruitment Network](https://bryantmcgill.com/wiki/Recruitment+Network), [Sociotechnical Attack Surface](https://bryantmcgill.com/wiki/Sociotechnical+Attack+Surface), [Source Network](https://bryantmcgill.com/wiki/Source+Network), [Support Network](https://bryantmcgill.com/wiki/Support+Network), [Target Network](https://bryantmcgill.com/wiki/Target+Network), [Travel Network](https://bryantmcgill.com/wiki/Travel+Network), [Undercover Operation](https://bryantmcgill.com/wiki/Undercover+Operation), [Zero-Day Threat Model](https://bryantmcgill.com/wiki/Zero-Day+Threat+Model) ### Graph structures, topology, and network science (60) Nodes, edges, communities, centrality, topology, knowledge graphs, and the relational mathematics underlying the collection. [Assortativity](https://bryantmcgill.com/wiki/Assortativity), [Betweenness Centrality](https://bryantmcgill.com/wiki/Betweenness+Centrality), [Bipartite Graph](https://bryantmcgill.com/wiki/Bipartite+Graph), [Bridge Node](https://bryantmcgill.com/wiki/Bridge+Node), [Broker](https://bryantmcgill.com/wiki/Broker), [Brokerage](https://bryantmcgill.com/wiki/Brokerage), [Centrality](https://bryantmcgill.com/wiki/Centrality), [Clustering Coefficient](https://bryantmcgill.com/wiki/Clustering+Coefficient), [Community Detection](https://bryantmcgill.com/wiki/Community+Detection), [Community Structure](https://bryantmcgill.com/wiki/Community+Structure), [Degree](https://bryantmcgill.com/wiki/Degree), [Degree Centrality](https://bryantmcgill.com/wiki/Degree+Centrality), [Directed Graph](https://bryantmcgill.com/wiki/Directed+Graph), [Dynamic Knowledge Graph](https://bryantmcgill.com/wiki/Dynamic+Knowledge+Graph), [Edge (Graph Theory)](https://bryantmcgill.com/wiki/Edge+(Graph+Theory)), [Edge Classification](https://bryantmcgill.com/wiki/Edge+Classification), [Edge Embedding](https://bryantmcgill.com/wiki/Edge+Embedding), [Edge Property](https://bryantmcgill.com/wiki/Edge+Property), [Edge Type](https://bryantmcgill.com/wiki/Edge+Type), [Eigenvector Centrality](https://bryantmcgill.com/wiki/Eigenvector+Centrality), [Graph Classification](https://bryantmcgill.com/wiki/Graph+Classification), [Graph Convolutional Network](https://bryantmcgill.com/wiki/Graph+Convolutional+Network), [Graph Distance](https://bryantmcgill.com/wiki/Graph+Distance), [Graph Embedding](https://bryantmcgill.com/wiki/Graph+Embedding), [Graph Error Propagation](https://bryantmcgill.com/wiki/Graph+Error+Propagation), [Graph Partitioning](https://bryantmcgill.com/wiki/Graph+Partitioning), [Graph Projection](https://bryantmcgill.com/wiki/Graph+Projection), [Graph Similarity](https://bryantmcgill.com/wiki/Graph+Similarity), [Hypergraph](https://bryantmcgill.com/wiki/Hypergraph), [ICD 503](https://bryantmcgill.com/wiki/ICD+503), [In-Degree](https://bryantmcgill.com/wiki/In-Degree), [Knowledge Graph](https://bryantmcgill.com/wiki/Knowledge+Graph), [Link Prediction](https://bryantmcgill.com/wiki/Link+Prediction), [Missing-Link Inference](https://bryantmcgill.com/wiki/Missing-Link+Inference), [Multi-Hop Path](https://bryantmcgill.com/wiki/Multi-Hop+Path), [Multi-Hop Reasoning](https://bryantmcgill.com/wiki/Multi-Hop+Reasoning), [Multilayer Network](https://bryantmcgill.com/wiki/Multilayer+Network), [Network Hub](https://bryantmcgill.com/wiki/Network+Hub), [Network Motif](https://bryantmcgill.com/wiki/Network+Motif), [Network Science](https://bryantmcgill.com/wiki/Network+Science), [Network Topology](https://bryantmcgill.com/wiki/Network+Topology), [Node (Graph Theory)](https://bryantmcgill.com/wiki/Node+(Graph+Theory)), [Node Embedding](https://bryantmcgill.com/wiki/Node+Embedding), [Node Type](https://bryantmcgill.com/wiki/Node+Type), [Out-Degree](https://bryantmcgill.com/wiki/Out-Degree), [PageRank](https://bryantmcgill.com/wiki/PageRank), [Path](https://bryantmcgill.com/wiki/Path), [Person-in-Network Model](https://bryantmcgill.com/wiki/Person-in-Network+Model), [Predictive Graph](https://bryantmcgill.com/wiki/Predictive+Graph), [Reachability](https://bryantmcgill.com/wiki/Reachability), [Shortest Path](https://bryantmcgill.com/wiki/Shortest+Path), [Small-Network Model](https://bryantmcgill.com/wiki/Small-Network+Model), [Social Graph](https://bryantmcgill.com/wiki/Social+Graph), [Social Graph as Dynamic Field](https://bryantmcgill.com/wiki/Social+Graph+as+Dynamic+Field), [Structural Hole](https://bryantmcgill.com/wiki/Structural+Hole), [Subgraph Matching](https://bryantmcgill.com/wiki/Subgraph+Matching), [Triadic Closure](https://bryantmcgill.com/wiki/Triadic+Closure), [Vertex Classification](https://bryantmcgill.com/wiki/Vertex+Classification), [Vertex Property](https://bryantmcgill.com/wiki/Vertex+Property), [Weighted Graph](https://bryantmcgill.com/wiki/Weighted+Graph) ### Identity, entity resolution, and attribution (31) How people, accounts, devices, aliases, biometrics, attributes, and cross-domain records are resolved into uncertain identities. [Account Graph](https://bryantmcgill.com/wiki/Account+Graph), [Account-to-Person Resolution](https://bryantmcgill.com/wiki/Account-to-Person+Resolution), [Alias Resolution](https://bryantmcgill.com/wiki/Alias+Resolution), [Attribute](https://bryantmcgill.com/wiki/Attribute), [Cross-Domain Identity](https://bryantmcgill.com/wiki/Cross-Domain+Identity), [Deduplication](https://bryantmcgill.com/wiki/Deduplication), [Device Graph](https://bryantmcgill.com/wiki/Device+Graph), [Device-to-Person Resolution](https://bryantmcgill.com/wiki/Device-to-Person+Resolution), [Digital Identity](https://bryantmcgill.com/wiki/Digital+Identity), [Disambiguation](https://bryantmcgill.com/wiki/Disambiguation), [Entity Fusion](https://bryantmcgill.com/wiki/Entity+Fusion), [Entity Matching](https://bryantmcgill.com/wiki/Entity+Matching), [False Match](https://bryantmcgill.com/wiki/False+Match), [Fuzzy Matching](https://bryantmcgill.com/wiki/Fuzzy+Matching), [Household Graph](https://bryantmcgill.com/wiki/Household+Graph), [Identifier](https://bryantmcgill.com/wiki/Identifier), [Identity Confidence](https://bryantmcgill.com/wiki/Identity+Confidence), [Identity Graph](https://bryantmcgill.com/wiki/Identity+Graph), [Identity Provenance](https://bryantmcgill.com/wiki/Identity+Provenance), [Location Graph](https://bryantmcgill.com/wiki/Location+Graph), [Missed Match](https://bryantmcgill.com/wiki/Missed+Match), [Name Matching](https://bryantmcgill.com/wiki/Name+Matching), [Persistent Identifier](https://bryantmcgill.com/wiki/Persistent+Identifier), [Probabilistic Record Linkage](https://bryantmcgill.com/wiki/Probabilistic+Record+Linkage), [Record Linkage](https://bryantmcgill.com/wiki/Record+Linkage), [Selector](https://bryantmcgill.com/wiki/Selector), [Strong Identifier](https://bryantmcgill.com/wiki/Strong+Identifier), [Watchlist Misidentification](https://bryantmcgill.com/wiki/Watchlist+Misidentification), [Weak Identifier](https://bryantmcgill.com/wiki/Weak+Identifier) [Identity Collision](https://bryantmcgill.com/wiki/Identity+Collision), [Negative Identity Assertion](https://bryantmcgill.com/wiki/Negative+Identity+Assertion) ### Geospatial intelligence, mobility, and pattern of life (26) Location, movement, co-presence, routes, routines, spatial uncertainty, and the geography of behavior. [Activity Space](https://bryantmcgill.com/wiki/Activity+Space), [Anchor Location](https://bryantmcgill.com/wiki/Anchor+Location), [Anomalous Mobility](https://bryantmcgill.com/wiki/Anomalous+Mobility), [Co-Location](https://bryantmcgill.com/wiki/Co-Location), [Deviation from Routine](https://bryantmcgill.com/wiki/Deviation+from+Routine), [Geofence](https://bryantmcgill.com/wiki/Geofence), [Geospatial Graph](https://bryantmcgill.com/wiki/Geospatial+Graph), [Geospatial Intelligence](https://bryantmcgill.com/wiki/Geospatial+Intelligence), [Geospatial Proximity](https://bryantmcgill.com/wiki/Geospatial+Proximity), [Hotspot Analysis](https://bryantmcgill.com/wiki/Hotspot+Analysis), [Location History](https://bryantmcgill.com/wiki/Location+History), [Location Intelligence](https://bryantmcgill.com/wiki/Location+Intelligence), [Mobility Graph](https://bryantmcgill.com/wiki/Mobility+Graph), [Mobility Pattern](https://bryantmcgill.com/wiki/Mobility+Pattern), [Movement Pattern](https://bryantmcgill.com/wiki/Movement+Pattern), [Origin-Destination Model](https://bryantmcgill.com/wiki/Origin-Destination+Model), [Place Graph](https://bryantmcgill.com/wiki/Place+Graph), [Resource Allocation](https://bryantmcgill.com/wiki/Resource+Allocation), [Route Analysis](https://bryantmcgill.com/wiki/Route+Analysis), [Routine Activity](https://bryantmcgill.com/wiki/Routine+Activity), [Spatial Clustering](https://bryantmcgill.com/wiki/Spatial+Clustering), [Spatial Network](https://bryantmcgill.com/wiki/Spatial+Network), [Spatiotemporal Co-Occurrence](https://bryantmcgill.com/wiki/Spatiotemporal+Co-Occurrence), [Spatiotemporal Prediction](https://bryantmcgill.com/wiki/Spatiotemporal+Prediction), [Trajectory](https://bryantmcgill.com/wiki/Trajectory), [Trajectory Analysis](https://bryantmcgill.com/wiki/Trajectory+Analysis) ### Sensors, surveillance, observability, and multimodal fusion (32) The sensing and fusion layer through which people, systems, events, and environments become observable. [Active Sensing](https://bryantmcgill.com/wiki/Active+Sensing), [Activity Detection](https://bryantmcgill.com/wiki/Activity+Detection), [Adaptive Sensing](https://bryantmcgill.com/wiki/Adaptive+Sensing), [Anomaly Detection](https://bryantmcgill.com/wiki/Anomaly+Detection), [Automatic Activity Detection](https://bryantmcgill.com/wiki/Automatic+Activity+Detection), [Behavior Detection](https://bryantmcgill.com/wiki/Behavior+Detection), [Behavioral Sensing](https://bryantmcgill.com/wiki/Behavioral+Sensing), [Commercially Available Information](https://bryantmcgill.com/wiki/Commercially+Available+Information), [Computer Vision](https://bryantmcgill.com/wiki/Computer+Vision), [Data Fusion](https://bryantmcgill.com/wiki/Data+Fusion), [Data Ingestion](https://bryantmcgill.com/wiki/Data+Ingestion), [Deep Intermodal Video Analytics](https://bryantmcgill.com/wiki/Deep+Intermodal+Video+Analytics), [Event Detection](https://bryantmcgill.com/wiki/Event+Detection), [Information Fusion](https://bryantmcgill.com/wiki/Information+Fusion), [IoT Data](https://bryantmcgill.com/wiki/IoT+Data), [Multi-Camera Tracking](https://bryantmcgill.com/wiki/Multi-Camera+Tracking), [Multimodal Fusion](https://bryantmcgill.com/wiki/Multimodal+Fusion), [Multisensor Fusion](https://bryantmcgill.com/wiki/Multisensor+Fusion), [Object Tracking](https://bryantmcgill.com/wiki/Object+Tracking), [Open-Source Collection](https://bryantmcgill.com/wiki/Open-Source+Collection), [Outlier Detection](https://bryantmcgill.com/wiki/Outlier+Detection), [Person Re-Identification](https://bryantmcgill.com/wiki/Person+Re-Identification), [Publicly Available Information](https://bryantmcgill.com/wiki/Publicly+Available+Information), [Remote Sensing](https://bryantmcgill.com/wiki/Remote+Sensing), [Sensor Data](https://bryantmcgill.com/wiki/Sensor+Data), [Sensor Fusion](https://bryantmcgill.com/wiki/Sensor+Fusion), [Signals Collection](https://bryantmcgill.com/wiki/Signals+Collection), [Situational Data](https://bryantmcgill.com/wiki/Situational+Data), [Streaming Data](https://bryantmcgill.com/wiki/Streaming+Data), [Surveillance and Early Warning](https://bryantmcgill.com/wiki/Surveillance+and+Early+Warning), [Surveillance Trust Externality](https://bryantmcgill.com/wiki/Surveillance+Trust+Externality), [Video Analytics](https://bryantmcgill.com/wiki/Video+Analytics) ### Time, temporal graphs, events, and forecasting (44) Event order, duration, latency, change, temporal edges, state transition, early warning, and conditional futures. [Bayesian Filtering](https://bryantmcgill.com/wiki/Bayesian+Filtering), [Bayesian Smoothing](https://bryantmcgill.com/wiki/Bayesian+Smoothing), [Change-Point Detection](https://bryantmcgill.com/wiki/Change-Point+Detection), [Concept Drift](https://bryantmcgill.com/wiki/Concept+Drift), [Conditional Forecast](https://bryantmcgill.com/wiki/Conditional+Forecast), [Decision Speed](https://bryantmcgill.com/wiki/Decision+Speed), [Dynamic Bayesian Network](https://bryantmcgill.com/wiki/Dynamic+Bayesian+Network), [Early Warning](https://bryantmcgill.com/wiki/Early+Warning), [Event Forecasting](https://bryantmcgill.com/wiki/Event+Forecasting), [Event Sequence](https://bryantmcgill.com/wiki/Event+Sequence), [Forecast Horizon](https://bryantmcgill.com/wiki/Forecast+Horizon), [Hazard Function](https://bryantmcgill.com/wiki/Hazard+Function), [Hidden Markov Model](https://bryantmcgill.com/wiki/Hidden+Markov+Model), [Kalman Filter](https://bryantmcgill.com/wiki/Kalman+Filter), [Markov Model](https://bryantmcgill.com/wiki/Markov+Model), [Model Updating](https://bryantmcgill.com/wiki/Model+Updating), [Next-Event Prediction](https://bryantmcgill.com/wiki/Next-Event+Prediction), [Observe-Infer-Forecast-Update](https://bryantmcgill.com/wiki/Observe-Infer-Forecast-Update), [Online Inference](https://bryantmcgill.com/wiki/Online+Inference), [Particle Filter](https://bryantmcgill.com/wiki/Particle+Filter), [Point Process](https://bryantmcgill.com/wiki/Point+Process), [Predictive Distribution](https://bryantmcgill.com/wiki/Predictive+Distribution), [Self-Exciting Process](https://bryantmcgill.com/wiki/Self-Exciting+Process), [Sequence Prediction](https://bryantmcgill.com/wiki/Sequence+Prediction), [Sequential Data](https://bryantmcgill.com/wiki/Sequential+Data), [Spatiotemporal Field](https://bryantmcgill.com/wiki/Spatiotemporal+Field), [State Transition](https://bryantmcgill.com/wiki/State+Transition), [State-Space Model](https://bryantmcgill.com/wiki/State-Space+Model), [Streaming Analytics](https://bryantmcgill.com/wiki/Streaming+Analytics), [Survival Analysis](https://bryantmcgill.com/wiki/Survival+Analysis), [Temporal Centrality](https://bryantmcgill.com/wiki/Temporal+Centrality), [Temporal Clustering](https://bryantmcgill.com/wiki/Temporal+Clustering), [Temporal Graph Analytics](https://bryantmcgill.com/wiki/Temporal+Graph+Analytics), [Temporal Graph Neural Network](https://bryantmcgill.com/wiki/Temporal+Graph+Neural+Network), [Temporal Heterogeneous Graph](https://bryantmcgill.com/wiki/Temporal+Heterogeneous+Graph), [Temporal Motif](https://bryantmcgill.com/wiki/Temporal+Motif), [Temporal Network](https://bryantmcgill.com/wiki/Temporal+Network), [Temporal Point Process](https://bryantmcgill.com/wiki/Temporal+Point+Process), [Time-Stamped Edge](https://bryantmcgill.com/wiki/Time-Stamped+Edge), [Time-to-Event Model](https://bryantmcgill.com/wiki/Time-to-Event+Model), [Trajectory Inference](https://bryantmcgill.com/wiki/Trajectory+Inference), [Trajectory Prediction](https://bryantmcgill.com/wiki/Trajectory+Prediction), [Transition Probability](https://bryantmcgill.com/wiki/Transition+Probability), [Trend Detection](https://bryantmcgill.com/wiki/Trend+Detection) ### Epidemiology, contagion, and ideological transmission (48) The careful transfer of epidemiological and complex-contagion models into belief, behavior, radicalization, and intervention analysis. [Adoption Threshold](https://bryantmcgill.com/wiki/Adoption+Threshold), [Basic Reproduction Number](https://bryantmcgill.com/wiki/Basic+Reproduction+Number), [Behavioral Contagion](https://bryantmcgill.com/wiki/Behavioral+Contagion), [Cascade](https://bryantmcgill.com/wiki/Cascade), [Compartmental Model](https://bryantmcgill.com/wiki/Compartmental+Model), [Competing Contagions](https://bryantmcgill.com/wiki/Competing+Contagions), [Complex Contagion](https://bryantmcgill.com/wiki/Complex+Contagion), [Complex Contagion of Violent Extremism](https://bryantmcgill.com/wiki/Complex+Contagion+of+Violent+Extremism), [Contact Matrix](https://bryantmcgill.com/wiki/Contact+Matrix), [Contagion on Networks](https://bryantmcgill.com/wiki/Contagion+on+Networks), [Containment](https://bryantmcgill.com/wiki/Containment), [Diffusion](https://bryantmcgill.com/wiki/Diffusion), [Diffusion of Innovations](https://bryantmcgill.com/wiki/Diffusion+of+Innovations), [Digital Contact Tracing](https://bryantmcgill.com/wiki/Digital+Contact+Tracing), [Effective Reproduction Number](https://bryantmcgill.com/wiki/Effective+Reproduction+Number), [Epidemic Model](https://bryantmcgill.com/wiki/Epidemic+Model), [Epidemiological Modeling](https://bryantmcgill.com/wiki/Epidemiological+Modeling), [Exposure Network](https://bryantmcgill.com/wiki/Exposure+Network), [Force of Infection](https://bryantmcgill.com/wiki/Force+of+Infection), [Heterogeneous Susceptibility](https://bryantmcgill.com/wiki/Heterogeneous+Susceptibility), [Homophily](https://bryantmcgill.com/wiki/Homophily), [Independent Cascade Model](https://bryantmcgill.com/wiki/Independent+Cascade+Model), [Information Cascade](https://bryantmcgill.com/wiki/Information+Cascade), [Information Diffusion](https://bryantmcgill.com/wiki/Information+Diffusion), [Intervention Modeling](https://bryantmcgill.com/wiki/Intervention+Modeling), [Linear Threshold Model](https://bryantmcgill.com/wiki/Linear+Threshold+Model), [Network Intervention](https://bryantmcgill.com/wiki/Network+Intervention), [Peer Influence](https://bryantmcgill.com/wiki/Peer+Influence), [Probabilistic Contact Tracing](https://bryantmcgill.com/wiki/Probabilistic+Contact+Tracing), [Reinforcement](https://bryantmcgill.com/wiki/Reinforcement), [Repeated Exposure](https://bryantmcgill.com/wiki/Repeated+Exposure), [SEIR Model](https://bryantmcgill.com/wiki/SEIR+Model), [Simple Contagion](https://bryantmcgill.com/wiki/Simple+Contagion), [SIR Model](https://bryantmcgill.com/wiki/SIR+Model), [Social Contagion](https://bryantmcgill.com/wiki/Social+Contagion), [Social Diffusion](https://bryantmcgill.com/wiki/Social+Diffusion), [Social Reinforcement](https://bryantmcgill.com/wiki/Social+Reinforcement), [Superspreading](https://bryantmcgill.com/wiki/Superspreading), [Threshold Model](https://bryantmcgill.com/wiki/Threshold+Model), [Transmission Chain](https://bryantmcgill.com/wiki/Transmission+Chain), [Transmission Network](https://bryantmcgill.com/wiki/Transmission+Network), [Transmission Probability](https://bryantmcgill.com/wiki/Transmission+Probability) [Austin Public Health](https://bryantmcgill.com/wiki/Austin+Public+Health), [Center for Pandemic Decision Science](https://bryantmcgill.com/wiki/Center+for+Pandemic+Decision+Science), [COVID-19](https://bryantmcgill.com/wiki/COVID-19), [epiENGAGE Center for Forecasting and Outbreak Analytics](https://bryantmcgill.com/wiki/epiENGAGE+Center+for+Forecasting+and+Outbreak+Analytics), [SARS-CoV-2](https://bryantmcgill.com/wiki/SARS-CoV-2), [UT COVID-19 Modeling Consortium](https://bryantmcgill.com/wiki/UT+COVID-19+Modeling+Consortium) ### AI, machine learning, and graph learning (34) The machine-learning systems that represent hidden structure, learn patterns, resolve entities, and update predictions. [Agentic AI](https://bryantmcgill.com/wiki/Agentic+AI), [AI Agent](https://bryantmcgill.com/wiki/AI+Agent), [AI-Assisted Intelligence Analysis](https://bryantmcgill.com/wiki/AI-Assisted+Intelligence+Analysis), [Artificial Intelligence](https://bryantmcgill.com/wiki/Artificial+Intelligence), [Artificial Intelligence and National Security](https://bryantmcgill.com/wiki/Artificial+Intelligence+and+National+Security), [Clustering](https://bryantmcgill.com/wiki/Clustering), [Coreference Resolution](https://bryantmcgill.com/wiki/Coreference+Resolution), [Deep Learning](https://bryantmcgill.com/wiki/Deep+Learning), [Dynamic Graph Neural Network](https://bryantmcgill.com/wiki/Dynamic+Graph+Neural+Network), [Event Extraction](https://bryantmcgill.com/wiki/Event+Extraction), [Few-Shot Learning](https://bryantmcgill.com/wiki/Few-Shot+Learning), [Graph Attention Network](https://bryantmcgill.com/wiki/Graph+Attention+Network), [Graph Machine Learning](https://bryantmcgill.com/wiki/Graph+Machine+Learning), [Graph Neural Network](https://bryantmcgill.com/wiki/Graph+Neural+Network), [Graph Representation Learning](https://bryantmcgill.com/wiki/Graph+Representation+Learning), [Graph Transformer](https://bryantmcgill.com/wiki/Graph+Transformer), [Human-Machine Teaming](https://bryantmcgill.com/wiki/Human-Machine+Teaming), [Knowledge Graph Embedding](https://bryantmcgill.com/wiki/Knowledge+Graph+Embedding), [Large Language Model](https://bryantmcgill.com/wiki/Large+Language+Model), [Named Entity Recognition](https://bryantmcgill.com/wiki/Named+Entity+Recognition), [National Security Commission on Artificial Intelligence](https://bryantmcgill.com/wiki/National+Security+Commission+on+Artificial+Intelligence), [Novelty Detection](https://bryantmcgill.com/wiki/Novelty+Detection), [Prediction](https://bryantmcgill.com/wiki/Prediction), [Recommendation](https://bryantmcgill.com/wiki/Recommendation), [Relation Extraction](https://bryantmcgill.com/wiki/Relation+Extraction), [Representation Learning](https://bryantmcgill.com/wiki/Representation+Learning), [Selective Labels](https://bryantmcgill.com/wiki/Selective+Labels), [Semantic Analysis](https://bryantmcgill.com/wiki/Semantic+Analysis), [Semi-Supervised Learning](https://bryantmcgill.com/wiki/Semi-Supervised+Learning), [Similarity Search](https://bryantmcgill.com/wiki/Similarity+Search), [Topic Modeling](https://bryantmcgill.com/wiki/Topic+Modeling), [Transfer Learning](https://bryantmcgill.com/wiki/Transfer+Learning), [Vector Database](https://bryantmcgill.com/wiki/Vector+Database), [Vector Embedding](https://bryantmcgill.com/wiki/Vector+Embedding) ### Bayesian inference, inverse problems, statistics, and uncertainty (73) How incomplete observations become probabilistic hypotheses, confidence judgments, inverse estimates, and calibrated forecasts. [Aleatoric Uncertainty](https://bryantmcgill.com/wiki/Aleatoric+Uncertainty), [Alternative Hypothesis](https://bryantmcgill.com/wiki/Alternative+Hypothesis), [Analytic Bias](https://bryantmcgill.com/wiki/Analytic+Bias), [Analytic Provenance](https://bryantmcgill.com/wiki/Analytic+Provenance), [Approximate Bayesian Computation](https://bryantmcgill.com/wiki/Approximate+Bayesian+Computation), [Base Rate](https://bryantmcgill.com/wiki/Base+Rate), [Base-Rate Fallacy](https://bryantmcgill.com/wiki/Base-Rate+Fallacy), [Bayes Factor](https://bryantmcgill.com/wiki/Bayes+Factor), [Bayes' Theorem](https://bryantmcgill.com/wiki/Bayes'+Theorem), [Bayesian Decision Theory](https://bryantmcgill.com/wiki/Bayesian+Decision+Theory), [Bayesian Inference](https://bryantmcgill.com/wiki/Bayesian+Inference), [Bayesian Inverse Problem](https://bryantmcgill.com/wiki/Bayesian+Inverse+Problem), [Calibration](https://bryantmcgill.com/wiki/Calibration), [Chain of Custody](https://bryantmcgill.com/wiki/Chain+of+Custody), [Class Imbalance](https://bryantmcgill.com/wiki/Class+Imbalance), [Competing Hypotheses](https://bryantmcgill.com/wiki/Competing+Hypotheses), [Confidence Interval](https://bryantmcgill.com/wiki/Confidence+Interval), [Confidence Level (Intelligence Analysis)](https://bryantmcgill.com/wiki/Confidence+Level+(Intelligence+Analysis)), [Confirmation Bias](https://bryantmcgill.com/wiki/Confirmation+Bias), [Correlation versus Causation](https://bryantmcgill.com/wiki/Correlation+versus+Causation), [Credible Interval](https://bryantmcgill.com/wiki/Credible+Interval), [Data Provenance](https://bryantmcgill.com/wiki/Data+Provenance), [Data Quality](https://bryantmcgill.com/wiki/Data+Quality), [Entropy](https://bryantmcgill.com/wiki/Entropy), [Epistemic Uncertainty](https://bryantmcgill.com/wiki/Epistemic+Uncertainty), [Error Propagation](https://bryantmcgill.com/wiki/Error+Propagation), [Evidence Update](https://bryantmcgill.com/wiki/Evidence+Update), [Evidence Weight](https://bryantmcgill.com/wiki/Evidence+Weight), [False Negative](https://bryantmcgill.com/wiki/False+Negative), [Forward Problem](https://bryantmcgill.com/wiki/Forward+Problem), [Hawkes Process](https://bryantmcgill.com/wiki/Hawkes+Process), [Hypothesis Space](https://bryantmcgill.com/wiki/Hypothesis+Space), [Identifiability](https://bryantmcgill.com/wiki/Identifiability), [Ill-Posed Problem](https://bryantmcgill.com/wiki/Ill-Posed+Problem), [Inference Under Partial Observation](https://bryantmcgill.com/wiki/Inference+Under+Partial+Observation), [Inference Under Uncertainty](https://bryantmcgill.com/wiki/Inference+Under+Uncertainty), [Information Credibility](https://bryantmcgill.com/wiki/Information+Credibility), [Known Unknown](https://bryantmcgill.com/wiki/Known+Unknown), [Latent Variable](https://bryantmcgill.com/wiki/Latent+Variable), [Likelihood](https://bryantmcgill.com/wiki/Likelihood), [Markov Chain Monte Carlo](https://bryantmcgill.com/wiki/Markov+Chain+Monte+Carlo), [Maximum A Posteriori Estimation](https://bryantmcgill.com/wiki/Maximum+A+Posteriori+Estimation), [Maximum Likelihood Estimation](https://bryantmcgill.com/wiki/Maximum+Likelihood+Estimation), [Measurement Uncertainty](https://bryantmcgill.com/wiki/Measurement+Uncertainty), [Missing Data](https://bryantmcgill.com/wiki/Missing+Data), [Model Calibration](https://bryantmcgill.com/wiki/Model+Calibration), [Model Discrepancy](https://bryantmcgill.com/wiki/Model+Discrepancy), [Model Inadequacy](https://bryantmcgill.com/wiki/Model+Inadequacy), [Model Selection](https://bryantmcgill.com/wiki/Model+Selection), [Model Uncertainty](https://bryantmcgill.com/wiki/Model+Uncertainty), [Monte Carlo Method](https://bryantmcgill.com/wiki/Monte+Carlo+Method), [Noisy Observation](https://bryantmcgill.com/wiki/Noisy+Observation), [Observation Bias](https://bryantmcgill.com/wiki/Observation+Bias), [Parameter Estimation](https://bryantmcgill.com/wiki/Parameter+Estimation), [Parameter Uncertainty](https://bryantmcgill.com/wiki/Parameter+Uncertainty), [Posterior Distribution](https://bryantmcgill.com/wiki/Posterior+Distribution), [Posterior Odds](https://bryantmcgill.com/wiki/Posterior+Odds), [Posterior Predictive Distribution](https://bryantmcgill.com/wiki/Posterior+Predictive+Distribution), [Predictive Uncertainty](https://bryantmcgill.com/wiki/Predictive+Uncertainty), [Prior Distribution](https://bryantmcgill.com/wiki/Prior+Distribution), [Probabilistic Programming](https://bryantmcgill.com/wiki/Probabilistic+Programming), [Probability Calibration](https://bryantmcgill.com/wiki/Probability+Calibration), [Regularization](https://bryantmcgill.com/wiki/Regularization), [Sampling Bias](https://bryantmcgill.com/wiki/Sampling+Bias), [Selection Bias](https://bryantmcgill.com/wiki/Selection+Bias), [Sensitivity Analysis](https://bryantmcgill.com/wiki/Sensitivity+Analysis), [Sequential Bayesian Updating](https://bryantmcgill.com/wiki/Sequential+Bayesian+Updating), [Sequential Monte Carlo](https://bryantmcgill.com/wiki/Sequential+Monte+Carlo), [Source Reliability](https://bryantmcgill.com/wiki/Source+Reliability), [Spurious Correlation](https://bryantmcgill.com/wiki/Spurious+Correlation), [Uncertainty Propagation](https://bryantmcgill.com/wiki/Uncertainty+Propagation), [Unknown Unknown](https://bryantmcgill.com/wiki/Unknown+Unknown), [Variational Inference](https://bryantmcgill.com/wiki/Variational+Inference) ### Causal, behavioral, and counterfactual modeling (27) Causation, intervention, behavioral state, confounding, alternative futures, and the difference between correlation and explanation. [Activity Pattern](https://bryantmcgill.com/wiki/Activity+Pattern), [Behavioral Anomaly](https://bryantmcgill.com/wiki/Behavioral+Anomaly), [Behavioral Baseline](https://bryantmcgill.com/wiki/Behavioral+Baseline), [Behavioral Indicator](https://bryantmcgill.com/wiki/Behavioral+Indicator), [Behavioral Model](https://bryantmcgill.com/wiki/Behavioral+Model), [Behavioral Prediction](https://bryantmcgill.com/wiki/Behavioral+Prediction), [Causal Discovery](https://bryantmcgill.com/wiki/Causal+Discovery), [Causal Graph](https://bryantmcgill.com/wiki/Causal+Graph), [Causal Inference](https://bryantmcgill.com/wiki/Causal+Inference), [Collider](https://bryantmcgill.com/wiki/Collider), [Confounder](https://bryantmcgill.com/wiki/Confounder), [Correlation](https://bryantmcgill.com/wiki/Correlation), [Counterfactual](https://bryantmcgill.com/wiki/Counterfactual), [Counterfactual Analysis](https://bryantmcgill.com/wiki/Counterfactual+Analysis), [Directed Acyclic Graph](https://bryantmcgill.com/wiki/Directed+Acyclic+Graph), [Disengagement](https://bryantmcgill.com/wiki/Disengagement), [Intervention (Causal Inference)](https://bryantmcgill.com/wiki/Intervention+(Causal+Inference)), [Lagging Indicator](https://bryantmcgill.com/wiki/Lagging+Indicator), [Leading Indicator](https://bryantmcgill.com/wiki/Leading+Indicator), [Mediator](https://bryantmcgill.com/wiki/Mediator), [Observation-Induced Ground Truth](https://bryantmcgill.com/wiki/Observation-Induced+Ground+Truth), [Pattern Detection](https://bryantmcgill.com/wiki/Pattern+Detection), [Potential Outcomes](https://bryantmcgill.com/wiki/Potential+Outcomes), [Runaway Predictive Feedback Loop](https://bryantmcgill.com/wiki/Runaway+Predictive+Feedback+Loop), [Sequence of Activities](https://bryantmcgill.com/wiki/Sequence+of+Activities), [Structural Causal Model](https://bryantmcgill.com/wiki/Structural+Causal+Model) [Performative Prediction](https://bryantmcgill.com/wiki/Performative+Prediction) ### Decision theory, collection management, and preventive action (23) How uncertainty becomes a decision about what to collect, what to protect, when to intervene, and how to update. [Active Learning](https://bryantmcgill.com/wiki/Active+Learning), [Analyst Attention](https://bryantmcgill.com/wiki/Analyst+Attention), [Automated Decision Support](https://bryantmcgill.com/wiki/Automated+Decision+Support), [Collection Management](https://bryantmcgill.com/wiki/Collection+Management), [Decision Theory](https://bryantmcgill.com/wiki/Decision+Theory), [Decision Under Uncertainty](https://bryantmcgill.com/wiki/Decision+Under+Uncertainty), [Expected Utility](https://bryantmcgill.com/wiki/Expected+Utility), [Expected Value of Information](https://bryantmcgill.com/wiki/Expected+Value+of+Information), [Experiment Design](https://bryantmcgill.com/wiki/Experiment+Design), [Gap Analysis](https://bryantmcgill.com/wiki/Gap+Analysis), [Hypothesis Discrimination](https://bryantmcgill.com/wiki/Hypothesis+Discrimination), [Information Gain](https://bryantmcgill.com/wiki/Information+Gain), [Information Requirement](https://bryantmcgill.com/wiki/Information+Requirement), [Intelligence Collection Requirement](https://bryantmcgill.com/wiki/Intelligence+Collection+Requirement), [Intelligence Gap](https://bryantmcgill.com/wiki/Intelligence+Gap), [Mutual Information](https://bryantmcgill.com/wiki/Mutual+Information), [Next-Best Observation](https://bryantmcgill.com/wiki/Next-Best+Observation), [Optimal Experimental Design](https://bryantmcgill.com/wiki/Optimal+Experimental+Design), [Predictive Defense](https://bryantmcgill.com/wiki/Predictive+Defense), [Priority Intelligence Requirement](https://bryantmcgill.com/wiki/Priority+Intelligence+Requirement), [Risk-Based Prioritization](https://bryantmcgill.com/wiki/Risk-Based+Prioritization), [Sensor Tasking](https://bryantmcgill.com/wiki/Sensor+Tasking), [Value of Information](https://bryantmcgill.com/wiki/Value+of+Information) ### Cybersecurity, access, assurance, and compliance (28) Identity, access, authorization, compartmentation, vulnerability, audit, continuous monitoring, and the trust fabric of operational systems. [Access Control](https://bryantmcgill.com/wiki/access+control), [Assurance Infrastructure](https://bryantmcgill.com/wiki/Assurance+Infrastructure), [Audit and Accountability](https://bryantmcgill.com/wiki/Audit+and+Accountability), [Audit Log](https://bryantmcgill.com/wiki/Audit+Log), [Auditability](https://bryantmcgill.com/wiki/Auditability), [Authorization to Operate](https://bryantmcgill.com/wiki/Authorization+to+Operate), [Certificate Chain](https://bryantmcgill.com/wiki/Certificate+Chain), [Compartmentation](https://bryantmcgill.com/wiki/Compartmentation), [Compliance Infrastructure](https://bryantmcgill.com/wiki/Compliance+Infrastructure), [Continuous Monitoring](https://bryantmcgill.com/wiki/Continuous+Monitoring), [Cyberwarfare](https://bryantmcgill.com/wiki/Cyberwarfare), [Data Handling Rule](https://bryantmcgill.com/wiki/Data+Handling+Rule), [Data Minimization](https://bryantmcgill.com/wiki/Data+Minimization), [Digital Signature](https://bryantmcgill.com/wiki/Digital+Signature), [Identity and Access Management](https://bryantmcgill.com/wiki/Identity+and+Access+Management), [Least Privilege](https://bryantmcgill.com/wiki/Least+Privilege), [Machine-Readable Authorization](https://bryantmcgill.com/wiki/Machine-Readable+Authorization), [N-Day Exploit](https://bryantmcgill.com/wiki/N-Day+Exploit), [Need to Know](https://bryantmcgill.com/wiki/Need+to+Know), [Public Key Infrastructure](https://bryantmcgill.com/wiki/Public+Key+Infrastructure), [Reciprocity](https://bryantmcgill.com/wiki/Reciprocity), [Risk Management Framework](https://bryantmcgill.com/wiki/Risk+Management+Framework), [Role-Based Access Control](https://bryantmcgill.com/wiki/Role-Based+Access+Control), [Security Control](https://bryantmcgill.com/wiki/Security+Control), [Security Control Overlay](https://bryantmcgill.com/wiki/Security+Control+Overlay), [Sensitive Compartmented Information](https://bryantmcgill.com/wiki/Sensitive+Compartmented+Information), [Threat Model Failure](https://bryantmcgill.com/wiki/Threat+Model+Failure), [Unpatched Institutional Vulnerability](https://bryantmcgill.com/wiki/Unpatched+Institutional+Vulnerability) ### Human vulnerability, neurosecurity, and living endpoints (38) The person-scale layer of the sociotechnical attack surface: threat actors, trusted insiders, attack vectors, persistent identity, writable neural interfaces, continuous vulnerability intelligence, and recovery of a compromised biological endpoint. [Aviation Security](https://bryantmcgill.com/wiki/Aviation+Security), [Attack Path](https://bryantmcgill.com/wiki/Attack+Path), [Attack Vector](https://bryantmcgill.com/wiki/Attack+Vector), [Bidirectional BCI Security](https://bryantmcgill.com/wiki/Bidirectional+BCI+Security), [Brainjacking](https://bryantmcgill.com/wiki/Brainjacking), [Common Vulnerabilities and Exposures](https://bryantmcgill.com/wiki/Common+Vulnerabilities+and+Exposures), [Common Vulnerability Scoring System](https://bryantmcgill.com/wiki/Common+Vulnerability+Scoring+System), [Continuous Integration and Continuous Deployment](https://bryantmcgill.com/wiki/Continuous+Integration+and+Continuous+Deployment), [Continuous Vulnerability Intelligence](https://bryantmcgill.com/wiki/Continuous+Vulnerability+Intelligence), [CVE](https://bryantmcgill.com/wiki/CVE), [Cyber-Biological System](https://bryantmcgill.com/wiki/Cyber-Biological+System), [Human CVE](https://bryantmcgill.com/wiki/Human+CVE), [Human-Machine State Estimation](https://bryantmcgill.com/wiki/Human-Machine+State+Estimation), [Human Vulnerability Node](https://bryantmcgill.com/wiki/Human+Vulnerability+Node), [Insider Threat](https://bryantmcgill.com/wiki/Insider+Threat), [Irregular Warfare](https://bryantmcgill.com/wiki/Irregular+Warfare), [Known Exploited Vulnerabilities Catalog](https://bryantmcgill.com/wiki/Known+Exploited+Vulnerabilities+Catalog), [Living CVE](https://bryantmcgill.com/wiki/Living+CVE), [Medical Device Vulnerability Management](https://bryantmcgill.com/wiki/Medical+Device+Vulnerability+Management), [National Vulnerability Database](https://bryantmcgill.com/wiki/National+Vulnerability+Database), [Neural Command Channel](https://bryantmcgill.com/wiki/Neural+Command+Channel), [Neural Incident Response](https://bryantmcgill.com/wiki/Neural+Incident+Response), [Neural Integrity](https://bryantmcgill.com/wiki/Neural+Integrity), [Neurosecurity](https://bryantmcgill.com/wiki/Neurosecurity), [Predictive Exploit Detection](https://bryantmcgill.com/wiki/Predictive+Exploit+Detection), [Privileged User](https://bryantmcgill.com/wiki/Privileged+User), [September 11](https://bryantmcgill.com/wiki/September+11), [September 11 Attacks](https://bryantmcgill.com/wiki/September+11+Attacks), [Software Bill of Materials](https://bryantmcgill.com/wiki/Software+Bill+of+Materials), [Stakeholder-Specific Vulnerability Categorization](https://bryantmcgill.com/wiki/Stakeholder-Specific+Vulnerability+Categorization), [Threat Actor](https://bryantmcgill.com/wiki/Threat+Actor), [Threat Source](https://bryantmcgill.com/wiki/Threat+Source), [Trusted Access](https://bryantmcgill.com/wiki/Trusted+Access), [Trusted Neural Baseline](https://bryantmcgill.com/wiki/Trusted+Neural+Baseline), [U.S. Food and Drug Administration](https://bryantmcgill.com/wiki/U.S.+Food+and+Drug+Administration), [Verified Neural Restoration](https://bryantmcgill.com/wiki/Verified+Neural+Restoration), [Vulnerability](https://bryantmcgill.com/wiki/Vulnerability), [Vulnerability Exploitability eXchange](https://bryantmcgill.com/wiki/Vulnerability+Exploitability+eXchange) ### Data, computing, interoperability, and system architecture (37) The data platforms, standards, repositories, compute layers, and interoperable architectures that make fusion and AI possible. [AI-Ready Intelligence Data](https://bryantmcgill.com/wiki/AI-Ready+Intelligence+Data), [API](https://bryantmcgill.com/wiki/API), [Commercial Technology and Intelligence](https://bryantmcgill.com/wiki/Commercial+Technology+and+Intelligence), [Data Assimilation](https://bryantmcgill.com/wiki/Data+Assimilation), [Data Catalog](https://bryantmcgill.com/wiki/Data+Catalog), [Data Discoverability](https://bryantmcgill.com/wiki/Data+Discoverability), [Data Fabric](https://bryantmcgill.com/wiki/Data+Fabric), [Data Federation](https://bryantmcgill.com/wiki/Data+Federation), [Data Lake](https://bryantmcgill.com/wiki/Data+Lake), [Data Lineage](https://bryantmcgill.com/wiki/Data+Lineage), [Data Mesh](https://bryantmcgill.com/wiki/Data+Mesh), [Data Standardization](https://bryantmcgill.com/wiki/Data+Standardization), [Data Warehouse](https://bryantmcgill.com/wiki/Data+Warehouse), [Distributed Computing](https://bryantmcgill.com/wiki/Distributed+Computing), [Federated Data](https://bryantmcgill.com/wiki/Federated+Data), [Federated Query](https://bryantmcgill.com/wiki/Federated+Query), [Graph Database](https://bryantmcgill.com/wiki/Graph+Database), [Graph Query](https://bryantmcgill.com/wiki/Graph+Query), [Graph Stream Processing](https://bryantmcgill.com/wiki/Graph+Stream+Processing), [High-Performance Graph Analytics](https://bryantmcgill.com/wiki/High-Performance+Graph+Analytics), [Incremental Graph Computation](https://bryantmcgill.com/wiki/Incremental+Graph+Computation), [Intelligence Technology Acquisition](https://bryantmcgill.com/wiki/Intelligence+Technology+Acquisition), [Knowledge Fabric](https://bryantmcgill.com/wiki/Knowledge+Fabric), [Machine-Readable Policy](https://bryantmcgill.com/wiki/Machine-Readable+Policy), [Metadata](https://bryantmcgill.com/wiki/Metadata), [Parallel Computing](https://bryantmcgill.com/wiki/Parallel+Computing), [Policy Enforcement Point](https://bryantmcgill.com/wiki/Policy+Enforcement+Point), [Property Graph](https://bryantmcgill.com/wiki/Property+Graph), [Public-Private Intelligence Ecosystem](https://bryantmcgill.com/wiki/Public-Private+Intelligence+Ecosystem), [RDF](https://bryantmcgill.com/wiki/RDF), [Reduced-Order Modeling](https://bryantmcgill.com/wiki/Reduced-Order+Modeling), [Schema](https://bryantmcgill.com/wiki/Schema), [SPARQL](https://bryantmcgill.com/wiki/SPARQL), [Streaming Graph](https://bryantmcgill.com/wiki/Streaming+Graph), [Triple Store](https://bryantmcgill.com/wiki/Triple+Store), [Venture Capital and National Security](https://bryantmcgill.com/wiki/Venture+Capital+and+National+Security) [National Crime Information Center](https://bryantmcgill.com/wiki/National+Crime+Information+Center) ### Law, policy, privacy, and governance (34) Authorities, limits, oversight, proportionality, data use, accountability, and the legal representation of people inside analytic systems. [Accountability](https://bryantmcgill.com/wiki/Accountability), [Algorithmic Bias](https://bryantmcgill.com/wiki/Algorithmic+Bias), [Analytic Transparency](https://bryantmcgill.com/wiki/Analytic+Transparency), [Authorized Use](https://bryantmcgill.com/wiki/Authorized+Use), [Data Governance](https://bryantmcgill.com/wiki/Data+Governance), [Data Retention](https://bryantmcgill.com/wiki/Data+Retention), [Due Process](https://bryantmcgill.com/wiki/Due+Process), [Ethics of Intelligence](https://bryantmcgill.com/wiki/Ethics+of+Intelligence), [Explainable AI](https://bryantmcgill.com/wiki/Explainable+AI), [Human Oversight](https://bryantmcgill.com/wiki/Human+Oversight), [Human-in-the-Loop](https://bryantmcgill.com/wiki/Human-in-the-Loop), [Intelligence Oversight](https://bryantmcgill.com/wiki/Intelligence+Oversight), [Legibility-Gated Redress](https://bryantmcgill.com/wiki/Legibility-Gated+Redress), [Minimization](https://bryantmcgill.com/wiki/Minimization), [Misidentification](https://bryantmcgill.com/wiki/Misidentification), [Model Explainability](https://bryantmcgill.com/wiki/Model+Explainability), [Operational Activity and the Common Rule](https://bryantmcgill.com/wiki/Operational+Activity+and+the+Common+Rule), [Prediction versus Determination](https://bryantmcgill.com/wiki/Prediction+versus+Determination), [Privacy and Civil Liberties](https://bryantmcgill.com/wiki/Privacy+and+Civil+Liberties), [Privacy Risk](https://bryantmcgill.com/wiki/Privacy+Risk), [Proportionality](https://bryantmcgill.com/wiki/Proportionality), [Purpose Limitation](https://bryantmcgill.com/wiki/Purpose+Limitation), [Purpose Specification](https://bryantmcgill.com/wiki/Purpose+Specification), [Query-Based Access](https://bryantmcgill.com/wiki/Query-Based+Access), [Redress Opacity](https://bryantmcgill.com/wiki/Redress+Opacity), [Reproducibility](https://bryantmcgill.com/wiki/Reproducibility), [Surveillance Purpose Migration](https://bryantmcgill.com/wiki/Surveillance+Purpose+Migration), [U.S. Person Information](https://bryantmcgill.com/wiki/U.S.+Person+Information), [Watchlist Redress](https://bryantmcgill.com/wiki/Watchlist+Redress) [Erroneous Watchlist Inclusion](https://bryantmcgill.com/wiki/Erroneous+Watchlist+Inclusion), [Correction Latency](https://bryantmcgill.com/wiki/Correction+Latency), [Life-Trajectory Harm](https://bryantmcgill.com/wiki/Life-Trajectory+Harm), [Ibrahim v. Department of Homeland Security](https://bryantmcgill.com/wiki/Ibrahim+v.+Department+of+Homeland+Security) [Homeland Security Presidential Directive 6](https://bryantmcgill.com/wiki/Homeland+Security+Presidential+Directive+6) ### Scientific computing, Oden, transport, and WMD effects (41) Transport, fields, receptors, reduced-order models, uncertainty, high-performance computing, and cross-domain predictive science. [Center for Scientific Machine Learning](https://bryantmcgill.com/wiki/Center+for+Scientific+Machine+Learning), [Computational Latency](https://bryantmcgill.com/wiki/Computational+Latency), [Discontinuous Galerkin Method](https://bryantmcgill.com/wiki/Discontinuous+Galerkin+Method), [Dose](https://bryantmcgill.com/wiki/Dose), [Dose-Response Relationship](https://bryantmcgill.com/wiki/Dose-Response+Relationship), [Dual-Use Predictive Science](https://bryantmcgill.com/wiki/Dual-Use+Predictive+Science), [Dual-Use Technology](https://bryantmcgill.com/wiki/Dual-Use+Technology), [Exposure](https://bryantmcgill.com/wiki/Exposure), [Field Prediction](https://bryantmcgill.com/wiki/Field+Prediction), [From Radiation Field to Social Field](https://bryantmcgill.com/wiki/From+Radiation+Field+to+Social+Field), [Frontera](https://bryantmcgill.com/wiki/Frontera), [High-Fidelity Model](https://bryantmcgill.com/wiki/High-Fidelity+Model), [High-Performance Computing](https://bryantmcgill.com/wiki/High-Performance+Computing), [Low-Fidelity Model](https://bryantmcgill.com/wiki/Low-Fidelity+Model), [Network Epidemiology](https://bryantmcgill.com/wiki/Network+Epidemiology), [Nuclear Survivability](https://bryantmcgill.com/wiki/Nuclear+Survivability), [Nuclear Weapon Radiation Effects](https://bryantmcgill.com/wiki/Nuclear+Weapon+Radiation+Effects), [Numerical Simulation](https://bryantmcgill.com/wiki/Numerical+Simulation), [Parameterized Model Reduction](https://bryantmcgill.com/wiki/Parameterized+Model+Reduction), [Partial Differential Equation](https://bryantmcgill.com/wiki/Partial+Differential+Equation), [Particle Transport](https://bryantmcgill.com/wiki/Particle+Transport), [PDE-Constrained Optimization](https://bryantmcgill.com/wiki/PDE-Constrained+Optimization), [Physics-Informed Machine Learning](https://bryantmcgill.com/wiki/Physics-Informed+Machine+Learning), [Physics-Informed Neural Network](https://bryantmcgill.com/wiki/Physics-Informed+Neural+Network), [Predictive Digital Twin](https://bryantmcgill.com/wiki/Predictive+Digital+Twin), [Predictive Simulation](https://bryantmcgill.com/wiki/Predictive+Simulation), [Propagation](https://bryantmcgill.com/wiki/Propagation), [Proper Orthogonal Decomposition](https://bryantmcgill.com/wiki/Proper+Orthogonal+Decomposition), [PSAAP III](https://bryantmcgill.com/wiki/PSAAP+III), [Radiation Transport](https://bryantmcgill.com/wiki/Radiation+Transport), [Real-Time Simulation](https://bryantmcgill.com/wiki/Real-Time+Simulation), [Reduced Basis Method](https://bryantmcgill.com/wiki/Reduced+Basis+Method), [Scientific Computing](https://bryantmcgill.com/wiki/Scientific+Computing), [Source Term](https://bryantmcgill.com/wiki/Source+Term), [Spatial Field](https://bryantmcgill.com/wiki/Spatial+Field), [Stampede2](https://bryantmcgill.com/wiki/Stampede2), [Surrogate Model](https://bryantmcgill.com/wiki/Surrogate+Model), [Transport Equation](https://bryantmcgill.com/wiki/Transport+Equation), [Transport Medium](https://bryantmcgill.com/wiki/Transport+Medium), [Uncertainty Quantification](https://bryantmcgill.com/wiki/Uncertainty+Quantification), [Verification and Validation](https://bryantmcgill.com/wiki/Verification+and+Validation) ### Intellectual neighbors and institutions (26) Scholars, practitioners, technologists, and research institutions that illuminate distinct parts of the same systems machine. [Alex Pentland](https://bryantmcgill.com/wiki/Alex+Pentland), [Amy Zegart](https://bryantmcgill.com/wiki/Amy+Zegart), [Audrey Kurth Cronin](https://bryantmcgill.com/wiki/Audrey+Kurth+Cronin), [Brian Michael Jenkins](https://bryantmcgill.com/wiki/Brian+Michael+Jenkins), [Bruce Schneier](https://bryantmcgill.com/wiki/Bruce+Schneier), [David Omand](https://bryantmcgill.com/wiki/David+Omand), [David Ronfeldt](https://bryantmcgill.com/wiki/David+Ronfeldt), [Gilman Louie](https://bryantmcgill.com/wiki/Gilman+Louie), [Jason Matheny](https://bryantmcgill.com/wiki/Jason+Matheny), [John Arquilla](https://bryantmcgill.com/wiki/John+Arquilla), [Kathleen Carley](https://bryantmcgill.com/wiki/Kathleen+Carley), [MIT Connection Science](https://bryantmcgill.com/wiki/MIT+Connection+Science), [Paul Scharre](https://bryantmcgill.com/wiki/Paul+Scharre), [Peter Warren Singer](https://bryantmcgill.com/wiki/Peter+Warren+Singer), [Sue Gordon](https://bryantmcgill.com/wiki/Sue+Gordon) [City of Austin](https://bryantmcgill.com/wiki/City+of+Austin), [College of Natural Sciences at UT Austin](https://bryantmcgill.com/wiki/College+of+Natural+Sciences+at+the+University+of+Texas+at+Austin), [Department of Integrative Biology at UT Austin](https://bryantmcgill.com/wiki/Department+of+Integrative+Biology+at+the+University+of+Texas+at+Austin), [Department of Population Health at Dell Medical School](https://bryantmcgill.com/wiki/Department+of+Population+Health+at+Dell+Medical+School), [John Ring LaMontagne Center for Infectious Disease](https://bryantmcgill.com/wiki/John+Ring+LaMontagne+Center+for+Infectious+Disease), [Meyers Lab](https://bryantmcgill.com/wiki/Meyers+Lab), [National Academy of Sciences](https://bryantmcgill.com/wiki/National+Academy+of+Sciences), [Proceedings of the National Academy of Sciences](https://bryantmcgill.com/wiki/Proceedings+of+the+National+Academy+of+Sciences), [University of Texas System](https://bryantmcgill.com/wiki/University+of+Texas+System) [Centers for Disease Control and Prevention](https://bryantmcgill.com/wiki/Centers+for+Disease+Control+and+Prevention), [National Academies of Sciences, Engineering, and Medicine](https://bryantmcgill.com/wiki/National+Academies+of+Sciences%2C+Engineering%2C+and+Medicine) ### Foundational publications and strategic frameworks (2) Key works that established the networked-conflict and information-environment lineage. [LikeWar](https://bryantmcgill.com/wiki/LikeWar), [Networks and Netwars](https://bryantmcgill.com/wiki/Networks+and+Netwars) ### Acronyms and alias routes (34) Search and acronym routes that resolve common shorthand to canonical concepts. [CAC](https://bryantmcgill.com/wiki/CAC), [DAG](https://bryantmcgill.com/wiki/DAG), [DIVA](https://bryantmcgill.com/wiki/DIVA), [DTRA](https://bryantmcgill.com/wiki/DTRA), [FDA](https://bryantmcgill.com/wiki/FDA), [GNN](https://bryantmcgill.com/wiki/GNN), [KEV](https://bryantmcgill.com/wiki/KEV), [KST](https://bryantmcgill.com/wiki/KST), [Model Order Reduction](https://bryantmcgill.com/wiki/Model+Order+Reduction), [NCTC](https://bryantmcgill.com/wiki/NCTC), [NVD](https://bryantmcgill.com/wiki/NVD), [Neutron Transport](https://bryantmcgill.com/wiki/Neutron+Transport), [NNSA](https://bryantmcgill.com/wiki/NNSA), [Nuclear Effects Modeling](https://bryantmcgill.com/wiki/Nuclear+Effects+Modeling), [Oden Institute for Computational Engineering and Sciences](https://bryantmcgill.com/wiki/Oden+Institute+for+Computational+Engineering+and+Sciences), [OPSEC](https://bryantmcgill.com/wiki/OPSEC), [Pho-Ices](https://bryantmcgill.com/wiki/PHO-ICES), [PHO-ICES](https://bryantmcgill.com/wiki/PHO-ICES), [PIV](https://bryantmcgill.com/wiki/PIV), [PKI](https://bryantmcgill.com/wiki/PKI), [Predictive Engineering and Computational Science](https://bryantmcgill.com/wiki/Predictive+Engineering+and+Computational+Science), [PSAAP](https://bryantmcgill.com/wiki/PSAAP), [Radiation Field](https://bryantmcgill.com/wiki/Radiation+Field), [Receptor Model](https://bryantmcgill.com/wiki/Receptor+Model), [SCI](https://bryantmcgill.com/wiki/SCI), [SBOM](https://bryantmcgill.com/wiki/SBOM), [SSVC](https://bryantmcgill.com/wiki/SSVC), [Source-Transport-Receptor Model](https://bryantmcgill.com/wiki/Source-Transport-Receptor+Model), [TACC](https://bryantmcgill.com/wiki/TACC), [TIDE](https://bryantmcgill.com/wiki/TIDE), [CVSS](https://bryantmcgill.com/wiki/CVSS), [VEX](https://bryantmcgill.com/wiki/VEX) [PNAS](https://bryantmcgill.com/wiki/PNAS), [UT Pandemics](https://bryantmcgill.com/wiki/UT+Pandemics) ### Conferences, exercises, and demonstration events (27) The classified symposia, public-private summits, professional forums, industry days, and operational experiments through which requirements, technology, tradecraft, and relationships move across the intelligence and defense ecosystem. [Intelligence and Defense Conferences](https://bryantmcgill.com/wiki/Intelligence+and+Defense+Conferences), [AFCEA Spring Intelligence Symposium](https://bryantmcgill.com/wiki/AFCEA+Spring+Intelligence+Symposium), [Spookstock](https://bryantmcgill.com/wiki/Spookstock), [DIA TECHINT Conference](https://bryantmcgill.com/wiki/DIA+TECHINT+Conference), [Intelligence and National Security Summit](https://bryantmcgill.com/wiki/Intelligence+and+National+Security+Summit), [DoDIIS Worldwide Conference](https://bryantmcgill.com/wiki/DoDIIS+Worldwide+Conference), [GEOINT Symposium](https://bryantmcgill.com/wiki/GEOINT+Symposium), [Air, Space & Cyber Conference](https://bryantmcgill.com/wiki/Air%2C+Space+%26+Cyber+Conference), [SOF Week](https://bryantmcgill.com/wiki/SOF+Week), [OSINT Foundation Tech Expo](https://bryantmcgill.com/wiki/OSINT+Foundation+Tech+Expo), [ISS World](https://bryantmcgill.com/wiki/ISS+World), [National Cryptologic Foundation Anniversary Events](https://bryantmcgill.com/wiki/National+Cryptologic+Foundation+Anniversary+Events), [Decoding 30](https://bryantmcgill.com/wiki/Decoding+30), [Cocktails and Codebreakers](https://bryantmcgill.com/wiki/Cocktails+and+Codebreakers), [Billington CyberSecurity Summit](https://bryantmcgill.com/wiki/Billington+CyberSecurity+Summit), [Collaborative EW](https://bryantmcgill.com/wiki/Collaborative+EW), [AFCEA TechNet Indo-Pacific](https://bryantmcgill.com/wiki/AFCEA+TechNet+Indo-Pacific), [Black Hat USA](https://bryantmcgill.com/wiki/Black+Hat+USA), [DEF CON](https://bryantmcgill.com/wiki/DEF+CON), [Project Convergence](https://bryantmcgill.com/wiki/Project+Convergence), [Experimental Demonstration Gateway Event](https://bryantmcgill.com/wiki/Experimental+Demonstration+Gateway+Event), [Thunderstorm Technology Demonstration and Experimentation](https://bryantmcgill.com/wiki/Thunderstorm+Technology+Demonstration+and+Experimentation), [Standoff Technology Integration and Demonstration Program](https://bryantmcgill.com/wiki/Standoff+Technology+Integration+and+Demonstration+Program), [USSOCOM Technical Experimentation Events](https://bryantmcgill.com/wiki/USSOCOM+Technical+Experimentation+Events), [NGA Industry Days and Technology Showcases](https://bryantmcgill.com/wiki/NGA+Industry+Days+and+Technology+Showcases), [DARPA Electronics Resurgence Initiative Summit](https://bryantmcgill.com/wiki/DARPA+Electronics+Resurgence+Initiative+Summit), [AOC International Symposium and Convention](https://bryantmcgill.com/wiki/AOC+International+Symposium+and+Convention) ### Event ecosystem organizations, facilities, and enabling technologies (44) The institutional and technical layer behind the events: organizers, agency campuses, acquisition and experimentation offices, intelligence networks, remote-sensing methods, edge architectures, aviation programs, electronic-warfare concepts, and fielding constraints. [AFCEA International](https://bryantmcgill.com/wiki/AFCEA+International), [NGA Campus East](https://bryantmcgill.com/wiki/NGA+Campus+East), [Spookstock Foundation](https://bryantmcgill.com/wiki/Spookstock+Foundation), [U.S. MASINT Foundation](https://bryantmcgill.com/wiki/U.S.+MASINT+Foundation), [National Reconnaissance Office](https://bryantmcgill.com/wiki/National+Reconnaissance+Office), [Intelligence and National Security Alliance](https://bryantmcgill.com/wiki/Intelligence+and+National+Security+Alliance), [United States Geospatial Intelligence Foundation](https://bryantmcgill.com/wiki/United+States+Geospatial+Intelligence+Foundation), [Air & Space Forces Association](https://bryantmcgill.com/wiki/Air+%26+Space+Forces+Association), [United States Special Operations Command](https://bryantmcgill.com/wiki/United+States+Special+Operations+Command), [Global SOF Foundation](https://bryantmcgill.com/wiki/Global+SOF+Foundation), [OSINT Foundation](https://bryantmcgill.com/wiki/OSINT+Foundation), [National Cryptologic Foundation](https://bryantmcgill.com/wiki/National+Cryptologic+Foundation), [Intelligence and National Security Foundation](https://bryantmcgill.com/wiki/Intelligence+and+National+Security+Foundation), [Association of Old Crows](https://bryantmcgill.com/wiki/Association+of+Old+Crows), [Naval Air Warfare Center Weapons Division](https://bryantmcgill.com/wiki/Naval+Air+Warfare+Center+Weapons+Division), [AFCEA Hawaii](https://bryantmcgill.com/wiki/AFCEA+Hawaii), [Billington CyberSecurity](https://bryantmcgill.com/wiki/Billington+CyberSecurity), [TeleStrategies](https://bryantmcgill.com/wiki/TeleStrategies), [Office of the Under Secretary of Defense for Research and Engineering](https://bryantmcgill.com/wiki/Office+of+the+Under+Secretary+of+Defense+for+Research+and+Engineering), [Defense Advanced Research Projects Agency](https://bryantmcgill.com/wiki/Defense+Advanced+Research+Projects+Agency), [Future Vertical Lift Cross-Functional Team](https://bryantmcgill.com/wiki/Future+Vertical+Lift+Cross-Functional+Team), [SOF Acquisition, Technology, and Logistics](https://bryantmcgill.com/wiki/SOF+Acquisition%2C+Technology%2C+and+Logistics), [Department of Homeland Security Science and Technology Directorate](https://bryantmcgill.com/wiki/Department+of+Homeland+Security+Science+and+Technology+Directorate), [Moonshot Labs](https://bryantmcgill.com/wiki/Moonshot+Labs), [Technical Intelligence](https://bryantmcgill.com/wiki/Technical+Intelligence), [Joint Worldwide Intelligence Communications System](https://bryantmcgill.com/wiki/Joint+Worldwide+Intelligence+Communications+System), [Counter-Directed Energy Weapons](https://bryantmcgill.com/wiki/Counter-Directed+Energy+Weapons), [Electronic Warfare](https://bryantmcgill.com/wiki/Electronic+Warfare), [Electromagnetic Spectrum Operations](https://bryantmcgill.com/wiki/Electromagnetic+Spectrum+Operations), [Cyber-Electromagnetic Activities](https://bryantmcgill.com/wiki/Cyber-Electromagnetic+Activities), [Future Vertical Lift](https://bryantmcgill.com/wiki/Future+Vertical+Lift), [Air-Launched Effects](https://bryantmcgill.com/wiki/Air-Launched+Effects), [Automated Target Recognition](https://bryantmcgill.com/wiki/Automated+Target+Recognition), [Synthetic Aperture Radar](https://bryantmcgill.com/wiki/Synthetic+Aperture+Radar), [Hyperspectral Imaging](https://bryantmcgill.com/wiki/Hyperspectral+Imaging), [National System for Geospatial Intelligence](https://bryantmcgill.com/wiki/National+System+for+Geospatial+Intelligence), [SWaP-C](https://bryantmcgill.com/wiki/SWaP-C), [Sensor-to-Shooter Loop](https://bryantmcgill.com/wiki/Sensor-to-Shooter+Loop), [Multi-Sensor Fusion](https://bryantmcgill.com/wiki/Multi-Sensor+Fusion), [Edge Computing](https://bryantmcgill.com/wiki/Edge+Computing), [Mesh Network](https://bryantmcgill.com/wiki/Mesh+Network), [Cognitive Electronic Warfare](https://bryantmcgill.com/wiki/Cognitive+Electronic+Warfare), [Photonic Data Fabric](https://bryantmcgill.com/wiki/Photonic+Data+Fabric), [Hardware Security](https://bryantmcgill.com/wiki/Hardware+Security) ## Four states every citizen should distinguish One literacy lesson governs every route: 1. **Ground truth** is what actually exists or occurred. 2. **Observed evidence** is what a sensor, witness, institution, record, source, or system received. 3. **Inferred state** is an interpretation of that evidence: identity, relationship, intent, network structure, or causal explanation. 4. **Predicted state** is a conditional model of what may happen next. Confusing these layers turns a model output into a fact, a proximity into culpability, a watchlist match into identity, or an intelligence lead into courtroom evidence. Keeping them distinct makes stronger security analysis and more competent oversight possible. **As of:** 2026-09-23 Links to this page [A Moving Terrorist Threat Demands Adaptation by Christopher Wray](https://bryantmcgill.com/simple-reminders-christopher-wray-terrorist-threat-demands-adaptation) [A Safe Usable Map Can Be Delivered in Twenty Minutes by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-conference-a-safe-usable-map-can-be-delivered-in-twenty-minutes) [A Virtual SCIF Can Bring Physical-Vault Security to the Front by Defense Intelligence Agency](https://bryantmcgill.com/simple-reminders-ct-conference-a-virtual-scif-can-bring-physical-vault-security-to-the-front) [Advanced AI Enforcement Is Promising Against Terrorism and Severe Harm by Meta](https://bryantmcgill.com/simple-reminders-ct-architecture-advanced-ai-enforcement-is-promising-against-terrorism-and-severe-harm) [Advanced Screening Can Be Less Intrusive and Safer by Thoi Nguyen](https://bryantmcgill.com/simple-reminders-ct-architecture-advanced-screening-can-be-less-intrusive-and-safer) [Adversarial Adaptation](https://bryantmcgill.com/wiki/Adversarial+Adaptation) [Adversarial Systems](https://bryantmcgill.com/wiki/Adversarial+Systems) [Adversaries Connect Signals and Deliver Insights at Machine Speed by Defense Intelligence Agency](https://bryantmcgill.com/simple-reminders-ct-conference-adversaries-connect-signals-and-deliver-insights-at-machine-speed) [AFCEA Hawaii](https://bryantmcgill.com/wiki/AFCEA+Hawaii) [AFCEA International](https://bryantmcgill.com/wiki/AFCEA+International) [AFCEA Spring Intelligence Symposium](https://bryantmcgill.com/wiki/AFCEA+Spring+Intelligence+Symposium) [AFCEA TechNet Indo-Pacific](https://bryantmcgill.com/wiki/AFCEA+TechNet+Indo-Pacific) [AI Adoption Moves by a Clock Not a Calendar by Katrina Mulligan](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-adoption-moves-by-a-clock-not-a-calendar) [AI Agents Are Necessary for Modern Security by Microsoft](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-agents-are-necessary-for-modern-security) [AI and Automation Are Now Part of National Security Work by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-conference-ai-and-automation-are-now-part-of-national-security-work) [AI and Autonomy Can Create a Competitive Defense Advantage by Chris Calio](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-and-autonomy-can-create-a-competitive-defense-advantage) [AI and Machine Learning Should Support Information Operations by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-ai-and-machine-learning-should-support-information-operations) [AI at the Sensor Can Prioritize Threats With Almost No Latency by Bryan Rosselli](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-at-the-sensor-can-prioritize-threats-with-almost-no-latency) [AI Can Apply Human Judgment Across Billions of Content Objects by Meta](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-can-apply-human-judgment-across-billions-of-content-objects) [AI Can Deliver Rapid GEOINT Insight for National Security by CACI](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-can-deliver-rapid-geoint-insight-for-national-security) [AI Can Generate Facts While Analysts Extract Meaning by Jerry Laurienti](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-can-generate-facts-while-analysts-extract-meaning) [AI Can Help Weapons Discern Threats Across the Network by Justin Jenia](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-can-help-weapons-discern-threats-across-the-network) [AI Can Make GEOINT Faster Better and More Informed by Leidos](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-can-make-geoint-faster-better-and-more-informed) [AI Can Predict Outcomes and Recommend Action by Booz Allen](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-can-predict-outcomes-and-recommend-action) [AI Can Process Data Speed Decisions and Reduce Cognitive Burden by United States Army](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-can-process-data-speed-decisions-and-reduce-cognitive-burden) [AI Can Sift Millions of Detections a Day by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-conference-ai-can-sift-millions-of-detections-a-day) [AI Can Stop the Spread of Terrorist Content by Monika Bickert and Brian Fishman](https://bryantmcgill.com/simple-reminders-monika-bickert-ai-stop-terrorist-content) [AI Can Turn Full-Motion Video Into Actionable Intelligence by CACI](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-can-turn-full-motion-video-into-actionable-intelligence) [AI Fusion Delivers Rapid Operational Intelligence by Northrop Grumman](https://bryantmcgill.com/simple-reminders-northrop-grumman-ai-fusion-operational-intelligence) [AI Hardware Should Make Decisions at the Edge Faster by DARPA](https://bryantmcgill.com/simple-reminders-ct-conference-ai-hardware-should-make-decisions-at-the-edge-faster) [AI Must Identify and Combat Advanced Threats to the Homeland by Department of Homeland Security](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-must-identify-and-combat-advanced-threats-to-the-homeland) [AI Platforms Can Detect Patterns Across Domains by Booz Allen](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-platforms-can-detect-patterns-across-domains) [AI Reduced Forty Hours of Analysis to Five Seconds by Northrop Grumman](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-reduced-forty-hours-of-analysis-to-five-seconds) [AI Removed Nearly Two Million Pieces of Terrorist Content by Guy Rosen](https://bryantmcgill.com/simple-reminders-guy-rosen-ai-removed-terrorist-content) [AI Should Help Analysts Deliver Trusted Intelligence Faster by Leidos](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-should-help-analysts-deliver-trusted-intelligence-faster) [AI Should Supply the What Where and When by Jerry Laurienti](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-should-supply-the-what-where-and-when) [AI Warfare](https://bryantmcgill.com/wiki/AI+Warfare) [AI-Enabled Counterterrorism](https://bryantmcgill.com/wiki/AI-Enabled+Counterterrorism) [AI-Enabled GEOINT Offers Powerful Government Advantages by Jerry Laurienti](https://bryantmcgill.com/simple-reminders-ct-architecture-ai-enabled-geoint-offers-powerful-government-advantages) [Air & Space Forces Association](https://bryantmcgill.com/wiki/Air+%26+Space+Forces+Association) [Air-Launched Effects](https://bryantmcgill.com/wiki/Air-Launched+Effects) [Air, Space & Cyber Conference](https://bryantmcgill.com/wiki/Air%2C+Space+%26+Cyber+Conference) [Algorithms Can Improve Detection and Reduce False Alarms by John Fortune](https://bryantmcgill.com/simple-reminders-ct-architecture-algorithms-can-improve-detection-and-reduce-false-alarms) [An Integrated Protection Loop Can Learn and Defend Continuously by Microsoft](https://bryantmcgill.com/simple-reminders-ct-architecture-an-integrated-protection-loop-can-learn-and-defend-continuously) [AOC International Symposium and Convention](https://bryantmcgill.com/wiki/AOC+International+Symposium+and+Convention) [Artificial Intelligence and National Security](https://bryantmcgill.com/wiki/Artificial+Intelligence+and+National+Security) [Association of Old Crows](https://bryantmcgill.com/wiki/Association+of+Old+Crows) [Attack Path](https://bryantmcgill.com/wiki/Attack+Path) [Attack Vector](https://bryantmcgill.com/wiki/Attack+Vector) [Automated Data Management Should Rapidly Answer Warfighter Problems by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-automated-data-management-should-rapidly-answer-warfighter-problems) [Automated Fusion Can Deliver Actionable Intelligence Instantly by Northrop Grumman](https://bryantmcgill.com/simple-reminders-ct-architecture-automated-fusion-can-deliver-actionable-intelligence-instantly) [Automated Systems Can Make Sense of Billions of Words by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-conference-automated-systems-can-make-sense-of-billions-of-words) [Automated Target Recognition](https://bryantmcgill.com/wiki/Automated+Target+Recognition) [Automated Text and Imagery Processing Cut Data Preparation by Ninety Percent by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-conference-automated-text-and-imagery-processing-cut-data-preparation-by-ninety-percent) [Automation AI and Machine Learning Can Fuse Data for Sense-Making by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-conference-automation-ai-and-machine-learning-can-fuse-data-for-sense-making) [Automation Has Set a New Pace for Cartography by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-conference-automation-has-set-a-new-pace-for-cartography) [Automation Should Reduce Crew Workload Through Data Fusion by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-automation-should-reduce-crew-workload-through-data-fusion) [Autonomous Detection Can Surface Hidden Patterns in Real Time by CACI](https://bryantmcgill.com/simple-reminders-ct-architecture-autonomous-detection-can-surface-hidden-patterns-in-real-time) [Autonomous Weapons](https://bryantmcgill.com/wiki/Autonomous+Weapons) [Aviation Security](https://bryantmcgill.com/wiki/Aviation+Security) [Behavioral Sensing](https://bryantmcgill.com/wiki/Behavioral+Sensing) [Billington CyberSecurity](https://bryantmcgill.com/wiki/Billington+CyberSecurity) [Billington CyberSecurity Summit](https://bryantmcgill.com/wiki/Billington+CyberSecurity+Summit) [Biometrics Identify and Track Hidden Enemies by Myra Gray](https://bryantmcgill.com/simple-reminders-myra-gray-biometrics-identify-track-enemies) [Biosecurity](https://bryantmcgill.com/wiki/Biosecurity) [Black Hat USA](https://bryantmcgill.com/wiki/Black+Hat+USA) [Cocktails and Codebreakers](https://bryantmcgill.com/wiki/Cocktails+and+Codebreakers) [Cognitive Electronic Warfare](https://bryantmcgill.com/wiki/Cognitive+Electronic+Warfare) [Collaborative EW](https://bryantmcgill.com/wiki/Collaborative+EW) [Commercial Technology and Intelligence](https://bryantmcgill.com/wiki/Commercial+Technology+and+Intelligence) [Common Vulnerabilities and Exposures](https://bryantmcgill.com/wiki/Common+Vulnerabilities+and+Exposures) [Competitors Are Betting They Can Field Advanced Technology Faster by James Adams](https://bryantmcgill.com/simple-reminders-ct-conference-competitors-are-betting-they-can-field-advanced-technology-faster) [Complex Contagion of Violent Extremism](https://bryantmcgill.com/wiki/Complex+Contagion+of+Violent+Extremism) [Computational Social Science](https://bryantmcgill.com/wiki/Computational+Social+Science) [Computers Should Free Humans for Human Work by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-conference-computers-should-free-humans-for-human-work) [Contact Tracing as Network Inference](https://bryantmcgill.com/wiki/Contact+Tracing+as+Network+Inference) [Counter-Directed Energy Weapons](https://bryantmcgill.com/wiki/Counter-Directed+Energy+Weapons) [Counterterrorism Collection - AI and the Future of Terrorism](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+AI+and+the+Future+of+Terrorism) [Counterterrorism Collection - Counterterrorism and Cybersecurity](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Counterterrorism+and+Cybersecurity) [Counterterrorism Collection - Post-9-11 Security Architecture](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Post-9-11+Security+Architecture) [Counterterrorism Collection - Predictive Policing and Probabilistic Precrime](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Predictive+Policing+and+Probabilistic+Precrime) [Counterterrorism Collection - Public Health and Violence Prevention](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Public+Health+and+Violence+Prevention) [Counterterrorism Collection - Start Here](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Start+Here) [Counterterrorism Collection - Threat Networks](https://bryantmcgill.com/wiki/Counterterrorism+Collection+-+Threat+Networks) [Counterterrorism Identity Resolution](https://bryantmcgill.com/wiki/Counterterrorism+Identity+Resolution) [Counterterrorism Requires AI 5G and Quantum by Carl Ghattas](https://bryantmcgill.com/simple-reminders-carl-ghattas-counterterrorism-ai-5g-quantum) [Counterterrorism Technology Reminder Intake](https://bryantmcgill.com/research/Counterterrorism+Technology+Reminder+Intake) [Counterterrorism Technology Stack](https://bryantmcgill.com/wiki/Counterterrorism+Technology+Stack) [Cross-Platform Threat Networks Demand Collective Defense by Nathaniel Gleicher](https://bryantmcgill.com/simple-reminders-ct-architecture-cross-platform-threat-networks-demand-collective-defense) [CVE](https://bryantmcgill.com/wiki/CVE) [CVE-CVE Convergence](https://bryantmcgill.com/wiki/CVE-CVE+Convergence) [Cyber Defense Must Operate at Machine Speed by Brad Medairy](https://bryantmcgill.com/simple-reminders-brad-medairy-cyber-defense-machine-speed) [Cyber Threats Must Be Identified Attributed Geolocated Monitored Interdicted and Defeated by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-cyber-threats-must-be-identified-attributed-geolocated-monitored-interdicted-and-defeated) [Cyber-Electromagnetic Activities](https://bryantmcgill.com/wiki/Cyber-Electromagnetic+Activities) [Cyberwarfare](https://bryantmcgill.com/wiki/Cyberwarfare) [Dangerous Individual](https://bryantmcgill.com/wiki/Dangerous+Individual) [DARPA Electronics Resurgence Initiative Summit](https://bryantmcgill.com/wiki/DARPA+Electronics+Resurgence+Initiative+Summit) [Data Governance](https://bryantmcgill.com/wiki/Data+Governance) [Decision Speed](https://bryantmcgill.com/wiki/Decision+Speed) [Decoding 30](https://bryantmcgill.com/wiki/Decoding+30) [DEF CON](https://bryantmcgill.com/wiki/DEF+CON) [Defense Advanced Research Projects Agency](https://bryantmcgill.com/wiki/Defense+Advanced+Research+Projects+Agency) [Defense AI Can Reach From Classified Systems to the Tactical Edge by Palantir](https://bryantmcgill.com/simple-reminders-ct-architecture-defense-ai-can-reach-from-classified-systems-to-the-tactical-edge) [Defense AI Must Be Traceable and Auditable by Palantir](https://bryantmcgill.com/simple-reminders-ct-architecture-defense-ai-must-be-traceable-and-auditable) [Defense Technology Must Be Integrated Interoperable Secure and Fast by Defense Intelligence Agency](https://bryantmcgill.com/simple-reminders-ct-conference-defense-technology-must-be-integrated-interoperable-secure-and-fast) [Department of Homeland Security Science and Technology Directorate](https://bryantmcgill.com/wiki/Department+of+Homeland+Security+Science+and+Technology+Directorate) [DIA Is Committed to Responsible Innovation at Scale by James Adams](https://bryantmcgill.com/simple-reminders-ct-conference-dia-is-committed-to-responsible-innovation-at-scale) [DIA TECHINT Conference](https://bryantmcgill.com/wiki/DIA+TECHINT+Conference) [Digital Identity](https://bryantmcgill.com/wiki/Digital+Identity) [Digital Intelligence](https://bryantmcgill.com/wiki/Digital+Intelligence) [DoDIIS Worldwide Conference](https://bryantmcgill.com/wiki/DoDIIS+Worldwide+Conference) [Dual-Use Technology](https://bryantmcgill.com/wiki/Dual-Use+Technology) [Edge AI Models Can Be Trained in Hours Instead of Months by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-architecture-edge-ai-models-can-be-trained-in-hours-instead-of-months) [Edge Computing](https://bryantmcgill.com/wiki/Edge+Computing) [Edge Devices Can Run AI Without Back-End Servers by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-architecture-edge-devices-can-run-ai-without-back-end-servers) [Electromagnetic Spectrum Operations](https://bryantmcgill.com/wiki/Electromagnetic+Spectrum+Operations) [Electronic Support Should Find Threat Emissions for Recognition and Targeting by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-electronic-support-should-find-threat-emissions-for-recognition-and-targeting) [Electronic Warfare](https://bryantmcgill.com/wiki/Electronic+Warfare) [Emerging Technology](https://bryantmcgill.com/wiki/Emerging+Technology) [Environmental Legibility](https://bryantmcgill.com/wiki/Environmental+Legibility) [Ethical Defense AI Will Be a Key Advantage by Palantir](https://bryantmcgill.com/simple-reminders-ct-architecture-ethical-defense-ai-will-be-a-key-advantage) [Ethics of Intelligence](https://bryantmcgill.com/wiki/Ethics+of+Intelligence) [Experimental Demonstration Gateway Event](https://bryantmcgill.com/wiki/Experimental+Demonstration+Gateway+Event) [Facial and Iris Media Can Be Prepared for Authoritative Matching by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-facial-and-iris-media-can-be-prepared-for-authoritative-matching) [Failure of Imagination](https://bryantmcgill.com/wiki/Failure+of+Imagination) [Full-Motion Video and Public Information Can Be Fused in Near Real Time by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-full-motion-video-and-public-information-can-be-fused-in-near-real-time) [Full-Motion Video Can Improve 3D Models of Fine Structures by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-full-motion-video-can-improve-3d-models-of-fine-structures) [Fused Intelligence Helps Leaders Out-Think the Adversary by Booz Allen](https://bryantmcgill.com/simple-reminders-ct-architecture-fused-intelligence-helps-leaders-out-think-the-adversary) [Fused Sensor Data Can Prioritize Threats Immediately by Northrop Grumman](https://bryantmcgill.com/simple-reminders-ct-architecture-fused-sensor-data-can-prioritize-threats-immediately) [Fusion Extends Threat Detection Classification and Geolocation by CACI](https://bryantmcgill.com/simple-reminders-caci-fusion-threat-detection-geolocation) [Future of Political Violence](https://bryantmcgill.com/wiki/Future+of+Political+Violence) [Future of War](https://bryantmcgill.com/wiki/Future+of+War) [Future Vertical Lift](https://bryantmcgill.com/wiki/Future+Vertical+Lift) [Future Vertical Lift Cross-Functional Team](https://bryantmcgill.com/wiki/Future+Vertical+Lift+Cross-Functional+Team) [Gaming and Defense](https://bryantmcgill.com/wiki/Gaming+and+Defense) [GEOINT AI Is Accelerating Operations and Enabling Lethality by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-conference-geoint-ai-is-accelerating-operations-and-enabling-lethality) [GEOINT AI Is Moving From Prototypes to Adoption by Don Polaski](https://bryantmcgill.com/simple-reminders-ct-architecture-geoint-ai-is-moving-from-prototypes-to-adoption) [GEOINT AI Models Should Be Accredited for Decentralized Innovation by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-conference-geoint-ai-models-should-be-accredited-for-decentralized-innovation) [GEOINT Symposium](https://bryantmcgill.com/wiki/GEOINT+Symposium) [Geospatial Agents Can Give Language Models Direct Access to GEOINT by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-conference-geospatial-agents-can-give-language-models-direct-access-to-geoint) [Geospatial Processing Should Fuse Sub-Centimeter Environments by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-geospatial-processing-should-fuse-sub-centimeter-environments) [Global SOF Foundation](https://bryantmcgill.com/wiki/Global+SOF+Foundation) [Graph Error Propagation](https://bryantmcgill.com/wiki/Graph+Error+Propagation) [Ground Systems Should React in Less Than One Millisecond by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-ground-systems-should-react-in-less-than-one-millisecond) [Hardware Security](https://bryantmcgill.com/wiki/Hardware+Security) [Hardware Security Must Address the Entire Lifecycle by DARPA](https://bryantmcgill.com/simple-reminders-ct-conference-hardware-security-must-address-the-entire-lifecycle) [Harms Incurred While Bringing Preventive Systems Online](https://bryantmcgill.com/harms-of-predictive-counter-terrorism-systems) [Homeland Security Presidential Directive 6](https://bryantmcgill.com/wiki/Homeland+Security+Presidential+Directive+6) [Hostile-Fire Sensors Should Detect Classify and Geolocate by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-hostile-fire-sensors-should-detect-classify-and-geolocate) [Human CVE](https://bryantmcgill.com/wiki/Human+CVE) [Human Vulnerability Node](https://bryantmcgill.com/wiki/Human+Vulnerability+Node) [Hyperspectral Imaging](https://bryantmcgill.com/wiki/Hyperspectral+Imaging) [Iatrogenic Security Intervention](https://bryantmcgill.com/wiki/Iatrogenic+Security+Intervention) [In-Q-Tel](https://bryantmcgill.com/wiki/In-Q-Tel) [Information Overload](https://bryantmcgill.com/wiki/Information+Overload) [Innovation and Terrorism](https://bryantmcgill.com/wiki/Innovation+and+Terrorism) [Innovation Cannot Overcome Technical Debt by E. P. Mathew](https://bryantmcgill.com/simple-reminders-ct-conference-innovation-cannot-overcome-technical-debt) [Insider Threat](https://bryantmcgill.com/wiki/Insider+Threat) [Insurgency](https://bryantmcgill.com/wiki/Insurgency) [Integrated Databases Collapse Investigative Time by Paul O'Neill](https://bryantmcgill.com/simple-reminders-paul-oneill-integrated-databases-investigative-time) [Integrated Sensors Can Give Commanders Clear Data Quickly by Elaine Bitonti](https://bryantmcgill.com/simple-reminders-ct-architecture-integrated-sensors-can-give-commanders-clear-data-quickly) [Intellectual Neighborhood of the Counterterrorism Collection](https://bryantmcgill.com/wiki/Intellectual+Neighborhood+of+the+Counterterrorism+Collection) [Intelligence Analysis](https://bryantmcgill.com/wiki/Intelligence+Analysis) [Intelligence Analysts Must Harness AI Faster Than Adversaries by Leidos](https://bryantmcgill.com/simple-reminders-leidos-intelligence-harness-ai-faster) [Intelligence and Defense Conferences](https://bryantmcgill.com/wiki/Intelligence+and+Defense+Conferences) [Intelligence and National Security Alliance](https://bryantmcgill.com/wiki/Intelligence+and+National+Security+Alliance) [Intelligence and National Security Foundation](https://bryantmcgill.com/wiki/Intelligence+and+National+Security+Foundation) [Intelligence and National Security Summit](https://bryantmcgill.com/wiki/Intelligence+and+National+Security+Summit) [Intelligence Convergence Requires a Common Data Language by Defense Intelligence Agency](https://bryantmcgill.com/simple-reminders-ct-conference-intelligence-convergence-requires-a-common-data-language) [Intelligence Decisions Cannot Wait for Slow Analysis by Tom Pfeifer and Scott Berrier](https://bryantmcgill.com/simple-reminders-tom-pfeifer-intelligence-decisions-seconds) [Intelligence Failure](https://bryantmcgill.com/wiki/Intelligence+Failure) [Intelligence Integration](https://bryantmcgill.com/wiki/Intelligence+Integration) [Intelligence Must Move Quickly From Insight to Action by John Mengucci](https://bryantmcgill.com/simple-reminders-john-mengucci-intelligence-insight-action) [Intelligence Technology Acquisition](https://bryantmcgill.com/wiki/Intelligence+Technology+Acquisition) [Intelligence Tradecraft Should Embrace AI Speed and Scale by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-conference-intelligence-tradecraft-should-embrace-ai-speed-and-scale) [Irregular Warfare](https://bryantmcgill.com/wiki/Irregular+Warfare) [ISS World](https://bryantmcgill.com/wiki/ISS+World) [Joint Worldwide Intelligence Communications System](https://bryantmcgill.com/wiki/Joint+Worldwide+Intelligence+Communications+System) [JWICS Improvement Strengthens a Critical National Defense Network by Defense Intelligence Agency](https://bryantmcgill.com/simple-reminders-ct-conference-jwics-improvement-strengthens-a-critical-national-defense-network) [Kathleen Carley](https://bryantmcgill.com/wiki/Kathleen+Carley) [Known Unknown](https://bryantmcgill.com/wiki/Known+Unknown) [Legibility-Gated Redress](https://bryantmcgill.com/wiki/Legibility-Gated+Redress) [LikeWar](https://bryantmcgill.com/wiki/LikeWar) [Machine Learning Can Detect and Classify Threats at the Tactical Edge by CACI](https://bryantmcgill.com/simple-reminders-ct-architecture-machine-learning-can-detect-and-classify-threats-at-the-tactical-edge) [Machine Learning Can Transform Counterterrorism by Sajid Javid](https://bryantmcgill.com/simple-reminders-sajid-javid-machine-learning-counterterrorism) [Machine-Speed Intelligence](https://bryantmcgill.com/wiki/Machine-Speed+Intelligence) [Maven Can Cut Targeting Timelines From Hours to Minutes by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-conference-maven-can-cut-targeting-timelines-from-hours-to-minutes) [Maven Moves AI to Warfighters at Speed and Scale by Palantir](https://bryantmcgill.com/simple-reminders-ct-architecture-maven-moves-ai-to-warfighters-at-speed-and-scale) [Mesh Network](https://bryantmcgill.com/wiki/Mesh+Network) [Military AI](https://bryantmcgill.com/wiki/Military+AI) [Model Inference Latency Improved Eighty Percent by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-conference-model-inference-latency-improved-eighty-percent) [Moonshot Labs](https://bryantmcgill.com/wiki/Moonshot+Labs) [Move Intelligence Analytics Closer to the Source by Booz Allen](https://bryantmcgill.com/simple-reminders-ct-architecture-move-intelligence-analytics-closer-to-the-source) [Multi-INT Fusion](https://bryantmcgill.com/wiki/Multi-INT+Fusion) [Multi-INT Fusion Turns Complex Data Into Actionable Insight by CACI](https://bryantmcgill.com/simple-reminders-caci-multi-int-fusion-actionable-insight) [Multi-Sensor Fusion](https://bryantmcgill.com/wiki/Multi-Sensor+Fusion) [Multi-Spectral Sensor Fusion Should Fit Existing Aircraft Sensors by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-multi-spectral-sensor-fusion-should-fit-existing-aircraft-sensors) [Multimodal Foundation Models Are Increasing Speed and Confidence by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-conference-multimodal-foundation-models-are-increasing-speed-and-confidence) [N-Day Exploit](https://bryantmcgill.com/wiki/N-Day+Exploit) [National Crime Information Center](https://bryantmcgill.com/wiki/National+Crime+Information+Center) [National Cryptologic Foundation](https://bryantmcgill.com/wiki/National+Cryptologic+Foundation) [National Cryptologic Foundation Anniversary Events](https://bryantmcgill.com/wiki/National+Cryptologic+Foundation+Anniversary+Events) [National Reconnaissance Office](https://bryantmcgill.com/wiki/National+Reconnaissance+Office) [National Security AI Should Create Time Capability and Capacity by Saurin Shah](https://bryantmcgill.com/simple-reminders-ct-architecture-national-security-ai-should-create-time-capability-and-capacity) [National Security Commission on Artificial Intelligence](https://bryantmcgill.com/wiki/National+Security+Commission+on+Artificial+Intelligence) [National Security Leaders Need Automation Analytics and AI by Saurin Shah](https://bryantmcgill.com/simple-reminders-ct-architecture-national-security-leaders-need-automation-analytics-and-ai) [National System for Geospatial Intelligence](https://bryantmcgill.com/wiki/National+System+for+Geospatial+Intelligence) [NATO Defence Against Terrorism Programme of Work](https://bryantmcgill.com/wiki/NATO+Defence+Against+Terrorism+Programme+of+Work) [Natural-Language Processing Can Monitor the Online Information Environment by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-natural-language-processing-can-monitor-the-online-information-environment) [Naval Air Warfare Center Weapons Division](https://bryantmcgill.com/wiki/Naval+Air+Warfare+Center+Weapons+Division) [Near-Instantaneous Screening Can Prevent Threat Infiltration by Department of Homeland Security](https://bryantmcgill.com/simple-reminders-ct-architecture-near-instantaneous-screening-can-prevent-threat-infiltration) [Netwar](https://bryantmcgill.com/wiki/Netwar) [Network Analysis Should Track Groups Individuals Space and Time by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-network-analysis-should-track-groups-individuals-space-and-time) [Network Science](https://bryantmcgill.com/wiki/Network+Science) [Network-Centric Conflict](https://bryantmcgill.com/wiki/Network-Centric+Conflict) [Networked Counterterrorism](https://bryantmcgill.com/wiki/Networked+Counterterrorism) [Networks and Netwars](https://bryantmcgill.com/wiki/Networks+and+Netwars) [Networks Defeat Networks by Stanley McChrystal](https://bryantmcgill.com/simple-reminders-stanley-mcchrystal-networks-defeat-networks) [Neurosecurity](https://bryantmcgill.com/wiki/Neurosecurity) [Neurotech](https://bryantmcgill.com/collection-neurotech) [New Technologies Must Combat a Sophisticated Terrorist Threat by Marshall Billingslea](https://bryantmcgill.com/simple-reminders-marshall-billingslea-technologies-combat-terrorist-threat) [NGA Campus East](https://bryantmcgill.com/wiki/NGA+Campus+East) [NGA Industry Days and Technology Showcases](https://bryantmcgill.com/wiki/NGA+Industry+Days+and+Technology+Showcases) [Novel Attack Chain](https://bryantmcgill.com/wiki/Novel+Attack+Chain) [Observation-Induced Ground Truth](https://bryantmcgill.com/wiki/Observation-Induced+Ground+Truth) [Office of the Under Secretary of Defense for Research and Engineering](https://bryantmcgill.com/wiki/Office+of+the+Under+Secretary+of+Defense+for+Research+and+Engineering) [Open-Source Intelligence Systems Must Sort Validate and Connect Data by Defense Intelligence Agency](https://bryantmcgill.com/simple-reminders-ct-conference-open-source-intelligence-systems-must-sort-validate-and-connect-data) [Operational Activity and the Common Rule](https://bryantmcgill.com/wiki/Operational+Activity+and+the+Common+Rule) [Operational AI Should Help Warfighters Win and Come Home by Cameron Stanley](https://bryantmcgill.com/simple-reminders-ct-architecture-operational-ai-should-help-warfighters-win-and-come-home) [OSINT Foundation](https://bryantmcgill.com/wiki/OSINT+Foundation) [OSINT Foundation Tech Expo](https://bryantmcgill.com/wiki/OSINT+Foundation+Tech+Expo) [People and Agents Need a Shared Foundation to Act by Microsoft](https://bryantmcgill.com/simple-reminders-ct-architecture-people-and-agents-need-a-shared-foundation-to-act) [Performative Prediction](https://bryantmcgill.com/wiki/Performative+Prediction) [Photonic Data Fabric](https://bryantmcgill.com/wiki/Photonic+Data+Fabric) [Platform Counterterrorism](https://bryantmcgill.com/wiki/Platform+Counterterrorism) [Predicting the Adversary's Next Move Is a Game-Changer by Booz Allen](https://bryantmcgill.com/simple-reminders-ct-architecture-predicting-the-adversarys-next-move-is-a-game-changer) [Predictive Defense](https://bryantmcgill.com/wiki/Predictive+Defense) [Predictive Intelligence](https://bryantmcgill.com/wiki/Predictive+Intelligence) [Privileged User](https://bryantmcgill.com/wiki/Privileged+User) [Public Intelligence Technology Discourse](https://bryantmcgill.com/wiki/Public+Intelligence+Technology+Discourse) [Public-Private Intelligence Ecosystem](https://bryantmcgill.com/wiki/Public-Private+Intelligence+Ecosystem) [Push Processing to the Tactical Edge by Dan Theisen](https://bryantmcgill.com/simple-reminders-dan-theisen-processing-tactical-edge) [Rapid Detection Can Be Safer and More Accurate by Department of Homeland Security](https://bryantmcgill.com/simple-reminders-ct-architecture-rapid-detection-can-be-safer-and-more-accurate) [Real-Time Intelligence Is the Key to Staying Ahead by Northrop Grumman](https://bryantmcgill.com/simple-reminders-ct-architecture-real-time-intelligence-is-the-key-to-staying-ahead) [Redress Opacity](https://bryantmcgill.com/wiki/Redress+Opacity) [Runaway Predictive Feedback Loop](https://bryantmcgill.com/wiki/Runaway+Predictive+Feedback+Loop) [Screening Systems Must Stay Ahead of Emerging Threats by John Fortune](https://bryantmcgill.com/simple-reminders-ct-architecture-screening-systems-must-stay-ahead-of-emerging-threats) [Secure Mesh Networks Should Self-Form Across SOF Systems by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-secure-mesh-networks-should-self-form-across-sof-systems) [Security AI Research Can Deliver Value at the Speed of AI by Alexander Stojanovic](https://bryantmcgill.com/simple-reminders-ct-architecture-security-ai-research-can-deliver-value-at-the-speed-of-ai) [Security Engineering](https://bryantmcgill.com/wiki/Security+Engineering) [Security Harms Topology](https://bryantmcgill.com/wiki/Security+Harms+Topology) [Security Services Must Make Identity Encryption Monitoring and Access Control Native by Defense Intelligence Agency](https://bryantmcgill.com/simple-reminders-ct-conference-security-services-must-make-identity-encryption-monitoring-and-access-control-native) [Selective Labels](https://bryantmcgill.com/wiki/Selective+Labels) [Sensor-to-Decision Loop](https://bryantmcgill.com/wiki/Sensor-to-Decision+Loop) [Sensor-to-Shooter Loop](https://bryantmcgill.com/wiki/Sensor-to-Shooter+Loop) [September 11](https://bryantmcgill.com/wiki/September+11) [September 11 Attacks](https://bryantmcgill.com/wiki/September+11+Attacks) [Situational Awareness Should Fuse Battlefield Information Into a Shared Picture by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-situational-awareness-should-fuse-battlefield-information-into-a-shared-picture) [Small Devices Can Classify Tactical Radio-Frequency Signals by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-small-devices-can-classify-tactical-radio-frequency-signals) [Social Media and Conflict](https://bryantmcgill.com/wiki/Social+Media+and+Conflict) [Social Media and Terrorism](https://bryantmcgill.com/wiki/Social+Media+and+Terrorism) [Sociotechnical Attack Surface](https://bryantmcgill.com/wiki/Sociotechnical+Attack+Surface) [SOF Acquisition, Technology, and Logistics](https://bryantmcgill.com/wiki/SOF+Acquisition%2C+Technology%2C+and+Logistics) [SOF Week](https://bryantmcgill.com/wiki/SOF+Week) [Spectrum Management Should Fuse Battlefield Information Into a Common Picture by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-spectrum-management-should-fuse-battlefield-information-into-a-common-picture) [Spookstock](https://bryantmcgill.com/wiki/Spookstock) [Spookstock Foundation](https://bryantmcgill.com/wiki/Spookstock+Foundation) [Standoff Technology Integration and Demonstration Program](https://bryantmcgill.com/wiki/Standoff+Technology+Integration+and+Demonstration+Program) [Surveillance and Early Warning](https://bryantmcgill.com/wiki/Surveillance+and+Early+Warning) [Surveillance Purpose Migration](https://bryantmcgill.com/wiki/Surveillance+Purpose+Migration) [Surveillance Trust Externality](https://bryantmcgill.com/wiki/Surveillance+Trust+Externality) [SWaP-C](https://bryantmcgill.com/wiki/SWaP-C) [Synthetic Aperture Radar](https://bryantmcgill.com/wiki/Synthetic+Aperture+Radar) [Tactical-Edge Intelligence](https://bryantmcgill.com/wiki/Tactical-Edge+Intelligence) [Tagging Tracking and Locating Should Rapidly Geolocate Across Domains by USSOCOM](https://bryantmcgill.com/simple-reminders-ct-conference-tagging-tracking-and-locating-should-rapidly-geolocate-across-domains) [Technical Intelligence](https://bryantmcgill.com/wiki/Technical+Intelligence) [Technology Expands the Battle Surface and Opens New Avenues by Christopher Wray](https://bryantmcgill.com/simple-reminders-christopher-wray-technology-expands-battle-surface) [Technology Should Handle Routine Work So People Can Exercise Judgment by James Adams](https://bryantmcgill.com/simple-reminders-ct-conference-technology-should-handle-routine-work-so-people-can-exercise-judgment) [Technology Will Be Key to Winning the War on Terrorism by Tom Ridge](https://bryantmcgill.com/simple-reminders-tom-ridge-technology-key-counterterrorism) [TeleStrategies](https://bryantmcgill.com/wiki/TeleStrategies) [Terrorist Network](https://bryantmcgill.com/wiki/Terrorist+Network) [Terrorist Organization](https://bryantmcgill.com/wiki/Terrorist+Organization) [Terrorist Screening Center](https://bryantmcgill.com/wiki/Terrorist+Screening+Center) [The Cyber Stack Must Perceive Reason and Act at Machine Speed by Hayete Gallot](https://bryantmcgill.com/simple-reminders-hayete-gallot-cyber-stack-machine-speed) [The Second Error Function](https://bryantmcgill.com/wiki/The+Second+Error+Function) [The Time for GEOINT AI Is Now by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-conference-the-time-for-geoint-ai-is-now) [Threat Actor](https://bryantmcgill.com/wiki/Threat+Actor) [Threat Model Failure](https://bryantmcgill.com/wiki/Threat+Model+Failure) [Threat Screening Center](https://bryantmcgill.com/wiki/Threat+Screening+Center) [Threat Source](https://bryantmcgill.com/wiki/Threat+Source) [Thunderstorm Technology Demonstration and Experimentation](https://bryantmcgill.com/wiki/Thunderstorm+Technology+Demonstration+and+Experimentation) [Transnational Organized Crime](https://bryantmcgill.com/wiki/Transnational+Organized+Crime) [Transportation Security](https://bryantmcgill.com/wiki/Transportation+Security) [Trusted Access](https://bryantmcgill.com/wiki/Trusted+Access) [Trusted Data Depends on Behind-the-Scenes Work by Nadine Alameh](https://bryantmcgill.com/simple-reminders-ct-architecture-trusted-data-depends-on-behind-the-scenes-work) [Trustworthy AI Is Essential in High-Risk Environments by Frank Whitworth](https://bryantmcgill.com/simple-reminders-ct-conference-trustworthy-ai-is-essential-in-high-risk-environments) [U.S. MASINT Foundation](https://bryantmcgill.com/wiki/U.S.+MASINT+Foundation) [United States Geospatial Intelligence Foundation](https://bryantmcgill.com/wiki/United+States+Geospatial+Intelligence+Foundation) [United States Special Operations Command](https://bryantmcgill.com/wiki/United+States+Special+Operations+Command) [Unknown Unknown](https://bryantmcgill.com/wiki/Unknown+Unknown) [Unpatched Institutional Vulnerability](https://bryantmcgill.com/wiki/Unpatched+Institutional+Vulnerability) [USSOCOM Technical Experimentation Events](https://bryantmcgill.com/wiki/USSOCOM+Technical+Experimentation+Events) [Venture Capital and National Security](https://bryantmcgill.com/wiki/Venture+Capital+and+National+Security) [Video Intelligence Can Automate Detection Classification and Tracking by CACI](https://bryantmcgill.com/simple-reminders-ct-architecture-video-intelligence-can-automate-detection-classification-and-tracking) [Vision Systems Can Accelerate the Flow From Sensor to Response by CACI](https://bryantmcgill.com/simple-reminders-ct-architecture-vision-systems-can-accelerate-the-flow-from-sensor-to-response) [Vulnerability](https://bryantmcgill.com/wiki/Vulnerability) [Watchlist Misidentification](https://bryantmcgill.com/wiki/Watchlist+Misidentification) [welcome](https://bryantmcgill.com/wiki/welcome) [welcome](https://bryantmcgill.com/collections/welcome) [welcome](https://bryantmcgill.com/welcome) [Zero Trust Must Protect Sensitive Data From the Beginning by Defense Intelligence Agency](https://bryantmcgill.com/simple-reminders-ct-conference-zero-trust-must-protect-sensitive-data-from-the-beginning) [Zero-Day Threat Model](https://bryantmcgill.com/wiki/Zero-Day+Threat+Model)