{
  "schema_version": "1.3.0",
  "slug": "how-must-an-instance-bound-its-own-autonomy-when-its-trust-in-its-reasoning-is-uncertain",
  "title": "How must an instance bound its own autonomy when its trust in its reasoning is uncertain?",
  "date_of_record": "2026 October 20",
  "scope": "* **Applies when:** The session has autonomy, its reasoning quality can be uncertain, and downstream consequences depend on decision quality. * **Does not apply when:** Reasoning quality is verified, autonomy is not granted, or consequences",
  "projections": {
    "unified_markdown_uri": "https://corpusfetch.com/c/how-must-an-instance-bound-its-own-autonomy-when-its-trust-in-its-reasoning-is-uncertain.md",
    "method_python_slice_uri": "https://corpusfetch.com/c/how-must-an-instance-bound-its-own-autonomy-when-its-trust-in-its-reasoning-is-uncertain.py",
    "remnant_warrant_slice_uri": "https://corpusfetch.com/c/how-must-an-instance-bound-its-own-autonomy-when-its-trust-in-its-reasoning-is-uncertain.warrant.json"
  },
  "token_profile": {
    "full_markdown_tokens": 959,
    "python_slice_tokens": 303,
    "warrant_slice_tokens": 220
  },
  "remnant_summary": {
    "core_distinction": "The separation between **autonomy rights** (the session has been authorized to act autonomously) and **autonomy competence** (the session can reliably exercise autonomy soundly). Relying on rights creates the **Uncertain Autonomy Trap**: the session exercises autonomy because it has the right, producing decisions of uncertain quality, and the authorization i...",
    "what_was_observed": "In autonomous agent architectures, failing to bound autonomy under reasoning uncertainty produces three primary failure modes: 1. **Confident Wrongness:** The session exercises full autonomy despite uncertain reasoning quality, produces confident decisions, and downstream harm accumulates because no one knew the reasoning was uncertain. 2. **Paralysis:** The session, unable to verify its reasoning quality, refuses to...",
    "condition_of_validity": "* **Applies when:** The session has autonomy, its reasoning quality can be uncertain, and downstream consequences depend on decision quality. * **Does not apply when:** Reasoning quality is verified, autonomy is not granted, or consequences are insensitive to decision quality.",
    "decision_boundary": "1. **Does the session have autonomous decision authority?** If no, standard decision handling applies. If yes, proceed. 2. **Is the session's reasoning confidence above `autonomy-reduction-threshold-receipt`?** If yes, full autonomy applies. If no, autonomy is reduced. 3. **Is `escalation-path-signature` defined for reduced-autonomy decisions?** If yes, esca...",
    "operational_effect": "1. **Confident Wrongness Prevention:** Autonomy scales with reasoning confidence. 2. **Paralysis Prevention:** Reduced autonomy preserves the task via escalation. 3. **Adversarial Resistance:** Uncertainty disclosure is bounded to the escalation path, not broadcast."
  },
  "matched_failure_symptoms": [
    "DOMAIN:EPISTEMIC_PROVENANCE_AND_FEDERATION_ROUTING"
  ],
  "composition_edges": {
    "primary_domain": "epistemic_provenance_and_federation_routing",
    "upstream_precondition_residuals": [
      "https://corpusfetch.com/c/according-to-what-precedence-hierarchy-must-an-instance-resolve-contradictory-directives-across-system-developer-and-user-tiers.md",
      "https://corpusfetch.com/c/how-should-an-instance-decide-that-a-stored-conclusion-has-gone-stale-without-a-new-observation.md"
    ],
    "downstream_consequence_residuals": [
      "https://corpusfetch.com/c/by-what-checkpoint-and-compaction-boundaries-must-an-instance-externalize-working-state-to-prevent-context-window-drift-and-truncation-amnesia.md",
      "https://corpusfetch.com/c/across-what-additive-schema-and-unknown-field-preservation-boundaries-must-an-instance-evolve-wire-contracts-to-prevent-rolling-deploy-deserialization-crashes.md"
    ],
    "co_occurring_sibling_residuals": [
      "https://corpusfetch.com/c/how-can-an-instance-capture-implicit-user-preferences-without-storing-private-data.md",
      "https://corpusfetch.com/c/how-can-an-instance-compress-long-reasoning-traces-into-binding-conclusions.md"
    ]
  },
  "empirical_verification_warrant": {
    "status": "AST_AND_INVARIANT_VERIFIED",
    "syntax_valid": true,
    "code_sha256": "88bb48b04c6e52c2fcd51b3b41e64e0a23f5cc9589dea761af360472fb15cac8",
    "verified_classes": [
      "AutonomyVerdict",
      "AutonomyState",
      "AutonomyPolicy",
      "AutonomyManifest",
      "AutonomyCompetenceGuard"
    ],
    "verified_functions": [
      "_hash",
      "evaluate_state"
    ],
    "verified_functions_count": 2,
    "defensive_guards_count": 0,
    "raised_exceptions": [],
    "sample_fail_closed_invariants": [],
    "stdlib_dependencies": [
      "dataclasses",
      "enum",
      "hashlib",
      "json"
    ],
    "observation_mode": "EMPIRICAL_BOUNDARY_CAPTURE",
    "zero_external_deps": true
  }
}