AI KILL CHAINS & DECISION SYSTEMS
A function-specific analysis of what an uncrewed or automated system may do when communications are unavailable, delayed, jammed, obstructed, or unable to scale.
ANALYTICAL & SAFETY BOUNDARIES
Analytical boundary: Autonomy is analyzed by function, context, constraints, evidence, authority, intervention capability, and lifecycle—not as a single label attached to an entire machine. Capability is not deployment; deployment is not autonomous use; recommendation is not authorization; model confidence is not positive identification.
Simulation safety boundary: Synthetic, non-graphic, non-operational education only. Use fictional geography, abstract objects, reserved domains, nonfunctional artifacts, constrained inspect/pause/replay actions, and no real targeting data, attack geometry, payloads, credentials, arbitrary external URLs, malware, command execution, or contact with third-party systems.
Source basis: Exact owner-supplied research-source instances plus bounded official-primary-source currentness v15.
ORIENTATION
Loss of a link is often presented as if it automatically creates unrestricted autonomy. In practice, navigation, sensing, mission continuation, target recognition, engagement, abort, return, loiter, and termination can be governed separately.
WORKING BRIEF
Terrain, distance, bandwidth, latency, interference, platform scale, and contested electromagnetic conditions can make continuous teleoperation unreliable. This creates a need for onboard state estimation and bounded autonomy, but it does not dictate which external actions remain authorized.
A system may hold, return, loiter, continue only reversible work, terminate external effects, wait for reconnection, or execute a narrowly bounded function. Each option allocates risk differently.
Manufacturer material may describe autonomous navigation, recognition, or fire-and-forget behavior without disclosing exact abort logic, confidence thresholds, target databases, geographic deviations, or lost-link rules.
COMPLETE DOSSIER
Terms are defined for this site’s evidence method, not as universal legal or clinical definitions.
| Function | May continue automatically? | Required public question |
|---|---|---|
| Navigation | Possibly | What route, boundary, and return behavior are authorized? |
| Sensing and tracking | Possibly | Can sensors retask or only maintain existing tracks? |
| Target recognition | Possibly | Is recognition bounded to a preselected object or a generalized class? |
| New target selection | Unknown or separately governed | Who defined the class, area, time, and exclusions? |
| Engagement | Requires explicit authority model | Is action human-authorized, supervised, preauthorized, or prohibited after link loss? |
| Abort or termination | May be onboard, remote, or unavailable | What happens if intervention cannot arrive in time? |
Pass condition:
Pass condition:
Pass condition:
Pass condition:
Pass condition:
SOURCE QUALITY · UNCERTAINTY · NEUTRALITY
Primary institutional doctrine or policy; supports what the issuing body states, not deployment or compliance.
Primary technical specification or documentation; supports interface/status claims, not truth or field effectiveness.
First-party capability statement requiring independent corroboration.
Attributable public evidence of deployment scope; does not automatically establish autonomy, effectiveness, or legality.
Observed demo or exercise under bounded conditions; not field deployment.
Structured test with stated conditions; external validity remains limited.
Scholarly evidence with method and scope limitations.
Journalistic account requiring attribution and corroboration assessment.
Preserved source packet; claims remain unverified unless separately supported.
Repository-authored inference explicitly marked and linked to supporting evidence.
Synthetic scenario for education; not operational evidence.
Evidence absent from the bounded search; absence is not proof of nonexistence.
Official operator or government statement; supports what that body says, not independent verification of performance.
Independent public evidence supporting a bounded capability, test, status, or deployment proposition.
Material public claim with unresolved attribution, mode, outcome, or corroboration; must remain attributed and nonfinal.
| Meaning | Subject | Analysis model |
|---|---|---|
| AI_AS_TARGET | Attacks against models, data, retrieval, context, tools, infrastructure, and users. | Lifecycle defense: provenance, isolation, least privilege, retrieval authorization, tool-specific credentials, deterministic policy outside the model, egress controls, telemetry, rollback, and human approval. |
| AI_AS_CYBER_ENABLER | AI accelerates conventional reconnaissance, social engineering, vulnerability analysis, or campaign execution. | Defensive analysis must remain non-operational and must not provide executable payloads, credentials, real targets, or attack procedures. |
| AI_ENABLED_MILITARY_KILL_CHAIN | AI assists sensing, fusion, classification, prioritization, assignment, guidance, engagement support, or assessment. | Use a function-context-control model; distinguish recommendation from authorization, navigation autonomy from target-selection autonomy, and classifier score from positive identification. |
Instructional boundary: Explain systems, evidence, uncertainty, failure, oversight, and defense without reproducing targeting software, weapon configuration, attack procedures, evasion methods, or defeat advice.
CLAIM · SOURCE · LIMIT
| Claim block | Evidence class | Source | Supported proposition | Unsupported inference |
|---|---|---|---|---|
| physics-of-silence | OWNER_SUPPLIED_RESEARCH_SYNTHESIS | LOST LINK AUTHORITY AFTER SILENCE.md | Terrain, distance, bandwidth, latency, interference, platform scale, and contested electromagnetic conditions can make continuous teleoperation unreliable. This creates a need for onboard state estimation and bounded autonomy, but it does not dictate which external actions remain authorized. | Does not by itself establish deployment, exact operating mode, combat use, effectiveness, legality, consensus, or endorsement. |
| safe-states | OWNER_SUPPLIED_RESEARCH_SYNTHESIS | The Mission Was Automated Before It Began.md | A system may hold, return, loiter, continue only reversible work, terminate external effects, wait for reconnection, or execute a narrowly bounded function. Each option allocates risk differently. | Does not by itself establish deployment, exact operating mode, combat use, effectiveness, legality, consensus, or endorsement. |
RESEARCH EDITION
This page follows the public method for provenance, confidence, source independence, alternative accounts, limitations, review state, and visible correction.
CONTINUE