Research Report Index

Product, architecture, security, accessibility, AI-ready web, report-memory, and release guidance for the KillWebs.com fork.

Authority class

implementation-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-001-sister-site-design-and-implementation.md

Original intake name

KillWebs.com Sister-Site Design and Implementation Report.md

SHA-256

a8a91cae90e1290f65dc88d51b7fafdb209de4e938c72948157aa2663f1db680

Routed to

identity.uai, architecture.uai, constraints.uai, operations.uai, report-synthesis.uai

A source-led explanation of why kill webs preserve optionality, what technical layers they require, and how DARPA’s ACK marketplace model fits.

Authority class

reviewed-analysis

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-002-operational-rationale-architecture-ack.md

Original intake name

From Kill Chain to Kill Web Operational Rationale, Technical Architecture, and the DARPA ACK Model(2).md

SHA-256

88e4c23125e5ec485d2cdec757aae6792a4a4f2325b58e02592936d2b6cbebdf

Routed to

context.uai, architecture.uai, report-synthesis.uai

A high-concept product and interaction vision for presenting kill webs through graph-based simulations and immersive interfaces.

Authority class

design-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-003-concept-website-strategy.md

Original intake name

KillWebs Concept Website Strategy(2).md

SHA-256

32ac581805d8072e0ebcebb574b9dee2d0eb011a091d913e2ef59923f214ffad

Routed to

architecture.uai, decisions.uai, report-synthesis.uai

An analysis of non-kinetic disruption, timing, middleware, electromagnetic, supply-chain, and zero-trust challenges in distributed battle networks.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-004-vulnerability-surface-and-defense.md

Original intake name

Kill Web Vulnerabilities And Defense(2).md

SHA-256

1bf27ca84e9020b7c2c084fbccced36a674ee8c012297e943a5015eda3d51c22

Routed to

constraints.uai, architecture.uai, report-synthesis.uai

A study of platform-centric acquisition, funding, data rights, interoperability, and software lifecycle friction.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-005-defense-procurement-and-kill-webs.md

Original intake name

Defense Procurement and Kill Webs(2).md

SHA-256

6b099a07dfbc133d833a636983af8477add5f0297e5fb82247d7e629728a68d8

Routed to

context.uai, decisions.uai, report-synthesis.uai

A broad analysis of multi-sensor fusion, allocation algorithms, autonomous swarms, adversarial ML, and strategic stability.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-006-ai-autonomy-algorithmic-warfare.md

Original intake name

AI Autonomy in Kill Webs(2).md

SHA-256

118c1be5d18473492cc47be73764391f4cb04029ae9bc8c5ee1e32ffa2f45858

Routed to

constraints.uai, report-synthesis.uai

A service-spanning discussion of JADC2, data transport, space, edge processing, and machine-assisted decision support.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-007-kill-webs-jadc2-integration.md

Original intake name

Kill Webs and JADC2 Integration(2).md

SHA-256

171da2528d2e955a4746ac6a9949f308a4c455c4393b1989bbe2f7720c11ea35

Routed to

context.uai, architecture.uai, report-synthesis.uai

An architecture-centered report covering modular hardware, edge computing, data translation, capability marketplaces, and deconfliction.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-008-military-kill-web-architecture.md

Original intake name

Military Kill Web Architecture(2).md

SHA-256

2a261d328f8ea838831fb7ded2d1ddafa29602069d8693f8306a41850e0a4433

Routed to

architecture.uai, stack.uai, report-synthesis.uai

A detailed synthesis of the chain-to-web transition, mission-specific latency, federated architecture, trust, and ACK.

Authority class

reviewed-analysis

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-009-strategic-rationale-technical-architecture-ack.md

Original intake name

From Kill Chain to Kill Web Strategic Rationale, Technical Architecture, and DARPA’s ACK Program(2).md

SHA-256

80c35d994eae51bd5418178b0aa3a48b596b1210a3bd728bb3a7829229d19586

Routed to

architecture.uai, constraints.uai, report-synthesis.uai

A detailed acquisition analysis focused on mission-thread accountability, contracting, data rights, cyber authorization, and portfolio governance.

Authority class

reviewed-analysis

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-010-legacy-procurement-friction.md

Original intake name

Why Legacy Defense Procurement Struggles to Build Kill Webs(2).md

SHA-256

0b570e8ce18ef335a78783e9c930126613811aa554caa863f58e8a1fa7d3442d

Routed to

decisions.uai, operations.uai, report-synthesis.uai

A defensive architecture report emphasizing identity, integrity, PNT and timing, software supply chains, EW, cloud, and graceful degradation.

Authority class

reviewed-analysis

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-011-cybersecurity-non-kinetic-disruption.md

Original intake name

Cybersecurity Vulnerabilities and Non-Kinetic Disruption of Kill Web Architectures(2).md

SHA-256

1c234f19d4d494a97f80861abbadcbdd3ad364290b70207b00cef3cb36b996e2

Routed to

constraints.uai, architecture.uai, report-synthesis.uai

A source-led assessment of layered decision support, constrained recommendations, uncertainty propagation, human judgment, and swarm edge nodes.

Authority class

reviewed-analysis

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-012-ai-and-autonomy.md

Original intake name

AI and Autonomy in Kill Webs(2).md

SHA-256

a7022e1eda3428c21eb3929ce44c7d3115bc0471db25e3d0c322785b4eb54eaa

Routed to

constraints.uai, context.uai, report-synthesis.uai

An explanation of kill webs as mission threads inside the broader JADC2 ecosystem, with service contributions, semantics, transport, authority, and coalition integration.

Authority class

reviewed-analysis

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-013-operational-engine-of-jadc2.md

Original intake name

Kill Webs as the Operational Engine of Joint All-Domain Command and Control(2).md

SHA-256

800a59bf2caae2ecc2f5be23e464ebea35cde563b4179cfb694d6e087cabc14c

Routed to

context.uai, architecture.uai, report-synthesis.uai

A comparative report that distinguishes the ordered execution process from the composable network of possible, authorized mission pathways.

Authority class

reviewed-analysis

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-014-kill-web-vs-kill-chain.md

Original intake name

Kill Web vs. Kill Chain From Sequential Targeting Processes to Composable Battle Networks(2).md

SHA-256

16c5fe778d20b35fb3ddcf53fa4e4232a55963bb766c0737120e00b3373fbb57

Routed to

identity.uai, context.uai, report-synthesis.uai

A legal, ethical, and mathematical analysis distinguishing aggregate physical-system forecasting from individualized behavioral pre-crime.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-015-anticipatory-warfare-ethical-boundary.md

Original intake name

Anticipatory Warfare Ethical Analysis(1).md

SHA-256

d33e25dcff12a018c2f198d0cb0e9426489093eeb1ffbef6b04145efb879e2b7

Routed to

constraints.uai, context.uai, report-synthesis.uai

An analysis of automation bias, command compression, explanation laundering, provenance, hybrid forecasting, and structured human-machine review.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-016-cognitive-augmentation-bias-mitigation.md

Original intake name

AI Bias Mitigation in Intelligence(1).md

SHA-256

883470d3751dd47cf5a0a453b1814a58d5c702d253882ee69a56affea0daf251

Routed to

constraints.uai, architecture.uai, report-synthesis.uai

A conceptual architecture for decentralized federated intelligence, privacy accounting, hyperdimensional computing, and poisoning defense.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-017-secure-federated-intelligence-architecture.md

Original intake name

Secure Federated Intelligence Architecture(1).md

SHA-256

2085fccb67af4d0f75d0f986a0db39d7d8e8c5792893f2db37ce64bab6194956

Routed to

architecture.uai, constraints.uai, report-synthesis.uai

A feasibility framework covering multimodal sensing, probabilistic forecasting, Brier scoring, counterfactuals, cognitive augmentation, privacy, and legal review.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-018-anticipatory-intelligence-engine-feasibility.md

Original intake name

Anticipatory Intelligence Engine Research(1).md

SHA-256

e0962eb3854402b910c7d3275219ab876d7601fa86b3b0cdf7e94368aab9cde8

Routed to

architecture.uai, constraints.uai, report-synthesis.uai

A high-level theoretical concept joining geospatial forecasting, federated intelligence, human-machine synthesis, adversarial resilience, and an explicit rejection of individualized pre-crime.

Authority class

conceptual-research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-019-global-anticipatory-intelligence-engine-concept.md

Original intake name

Global Anticipatory Intelligence and Tactical Engine(1).md

SHA-256

623a0dce72fd42aa170385a93a987295a02b87dd3b388d058f7aeee0c6bf0c43

Routed to

context.uai, architecture.uai, report-synthesis.uai

A comparative technical and legal examination of place prediction, person prediction, watchlisting, intelligence analysis, governance, and operational status in the United Kingdom.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-020-predictive-policing-united-kingdom.md

Original intake name

Predictive Policing in the United Kingdom NDAS, HART, the Gangs Violence Matrix, and AI Crime Mapping(1).md

SHA-256

c4e7d0e558eeea1c14707612cff68733df500c791716f53608e8408ac5dc3ead

Routed to

constraints.uai, context.uai, report-synthesis.uai

A sociotechnical audit of place forecasting, patrol delivery, feedback loops, vendor claims, evaluation design, calibration, and evidentiary limits.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-021-place-based-predictive-policing-audit.md

Original intake name

Hot Spots, Feedback Loops, and Vendor Claims A Technical Audit of Place-Based Predictive Policing(1).md

SHA-256

197bc15f7317cc2cb48b76c5ba0da261ea29cf9fe0649223698329546512560f

Routed to

constraints.uai, report-synthesis.uai

An evidence-led boundary analysis of structured professional judgment, multidisciplinary threat management, population screening, base rates, rights, and coercive risk labeling.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-022-behavioral-threat-assessment-precrime.md

Original intake name

Behavioral Threat Assessment or Pre-Crime The FBI BTAC, Secret Service NTAC, and the Prevention of Targeted Violence(1).md

SHA-256

1b48907e8ebe0844211919cea2cc493b5dc9cff62c5a971cd8f52f0aa01e1b53

Routed to

constraints.uai, context.uai, report-synthesis.uai

A lifecycle reconstruction of U.S. threat screening, identity resolution, downstream action, error classes, redress, and possible entry points for predictive AI.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-023-terrorism-watchlisting-predictive-ai.md

Original intake name

From Intelligence Nomination to Government Action How the U.S. Terrorism-Watchlisting System Works and Where Predictive AI Could Enter It(1).md

SHA-256

8478dd87c3ea02bc91dfea80f15a9d8f62a6d99f3dca8ca6e01755ee5897396e

Routed to

constraints.uai, context.uai, report-synthesis.uai

A comparative continuation examining proactive policing, person-risk flags, base-rate problems, circular data production, international comparisons, and governance boundaries.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-024-predictive-public-security-china-part-2.md

Original intake name

Predictive Public Security in China IJOP, Police Cloud, Skynet, Sharp Eyes, and the Expansion of Proactive Policing Part 2(1).md

SHA-256

90d111a22dbefafc7628b9a0d65991148ccc00e74468bc170595ff649956f776

Routed to

constraints.uai, context.uai, report-synthesis.uai

A layered institutional and technical study of Chinese police data systems, warning functions, person-focused flags, evidence quality, rights, and claimed effectiveness.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-025-predictive-public-security-china.md

Original intake name

Predictive Public Security in China IJOP, Police Cloud, Skynet, Sharp Eyes, and the Expansion of Proactive Policing(1).md

SHA-256

e42e8af8de3b7663c1e4e5906507201542738353591494960b2ab6c4cec9663e

Routed to

constraints.uai, context.uai, report-synthesis.uai

A verification-focused inventory distinguishing record infrastructure, mapping, biometric identification, network analysis, place forecasting, and person prediction across India.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-026-predictive-policing-india.md

Original intake name

Predictive Policing in India From CMAPS and CCTNS to State-Level AI Risk and Surveillance Systems(1).md

SHA-256

6cd4247ae62b1a3d492f8cf0d3115567c1c802dee041a3e3d04caa19f25609a6

Routed to

constraints.uai, context.uai, report-synthesis.uai

A detailed study of NSW person-focused preventive policing, risk instruments, discretion, intrusive consequences, evaluation limits, oversight, and successor practices.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-027-future-risk-policing-australia.md

Original intake name

Policing Future Risk in Australia The NSW Suspect Targeting Management Plan, Operation Tepito, and Successor Practices(1).md

SHA-256

89e51a4e7a282a6e00038442238e2dfe823b3885349b078fa826c02d30984ee7

Routed to

constraints.uai, context.uai, report-synthesis.uai

A broad research input on distributed autonomous kill-web architecture, edge computing, mesh networking, dynamic handoffs, contested communications, swarms, and international doctrinal trends.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-028-global-autonomous-kill-web-trends.md

Original intake name

Global Autonomous Drone Warfare Trends.md

SHA-256

afb8697320adcd0c554255f42f74c0cc21d26b19ab783806218d3e0347bf6e53

Routed to

context.uai, architecture.uai, constraints.uai, report-synthesis.uai

A platform- and market-oriented research input on loitering munitions, sensor-effector convergence, swarming, multi-domain integration, attrition economics, and counter-UAS adaptation.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-029-global-loitering-munition-trends.md

Original intake name

Global Loitering Munition Trends.md

SHA-256

09950049445346cbf3879bd15c8713c3f67ebee765011f4755d59f33a931ad04

Routed to

context.uai, architecture.uai, constraints.uai, report-synthesis.uai

A specialized platform case study of one loitering-munition family and its claimed integration into broader sensor-to-shooter, edge, handoff, networking, and multi-domain architectures.

Authority class

research-input

Publication status

public-research-input

Stored path

docs/long-term-memory/reports/KW-RPT-030-switchblade-600-kill-web-case-study.md

Original intake name

Switchblade 600 Kill Web Integration.md

SHA-256

19bc6c2c3680cbe7308adc0ff1658975dd56c3776968c62043a36c5fd4771f68

Routed to

constraints.uai, report-synthesis.uai