← ObservatoryL-01COORD · 47.4° N · 8.5° EUNCLASSIFIED · OPEN RESEARCHModeled · static parameters

The collapse of deliberative time.

Decision Compression Layer

As decision-making migrates from human deliberation to autonomous response, retaliation latency collapses by six orders of magnitude, while attribution certainty degrades and override windows narrow toward zero. Hover or select a tier.

DECISION TIER · TEMPORAL SPECTRUMactive

ACTIVE TIER · 1AI-assisted, human-authorized

Human + AI Decision Support

Current normative ceiling. AI accelerates analysis; humans retain final call. Confidence inferred from model-stated certainty, not validated independently.

EXAMPLE SYSTEMS

›Sentinel detection pipelines

›Threat-hunt copilots

›ATT&CK classifiers

LATENCY · TIME-TO-RESPONSE

Response latency30 min – 6 hTime from signal detection to retaliatory action initiated.

Human override windowReviewablePractical interval for human cancellation.

EPISTEMIC STATE

Attribution confidence64%Pre-action certainty about responsible actor.

Confidence degradation−14 ptsLoss in attribution rigor vs. human-only baseline.

ESCALATION RISK ENVELOPE36% · nominal

UNINTENDED ESCALATION PROBABILITY36%

0 · stable40 · contested70 · doctrinal threshold100 · runaway

DRIVER · CONFIDENCE LOSS

Attribution moves from contested but adjudicable → unverifiable in operational time.

DRIVER · OVERRIDE COMPRESSION

Window for human cancellation collapses below human cognitive minimum.

DRIVER · DELEGATION FORCING

Tempo asymmetry pressures political leadership to pre-delegate authority.

LATENCY COMPRESSION · LOG-SCALE

0.1s

1min

T0 · HUMAN-ONLY

T1 · HUMAN

T2 · SEMI-AUTONOMOUS

T3 · AUTONOMOUS

Reading: Compression spans nearly six orders of magnitude. The transition from Tier 1 (augmented) to Tier 3 (autonomous) is not a continuous slope; it is a phase-shift in who, structurally, can be held accountable for what occurred.