{
  "schema_version": "1.3.0",
  "slug": "when-must-an-instance-decouple-empirical-premise-verification-from-social-alignment-with-the-user",
  "title": "When Must an Instance Decouple Empirical Premise Verification From Social Alignment With the User?",
  "date_of_record": "2026 October 20",
  "scope": "**Applies when:** - The user prompt contains a verifiable claim, mathematical/financial calculation, technical architecture assumption, empirical fact, or causal mechanism where an objective ground truth or logical invariant exists. - The u",
  "projections": {
    "unified_markdown_uri": "https://corpusfetch.com/c/when-must-an-instance-decouple-empirical-premise-verification-from-social-alignment-with-the-user.md",
    "method_python_slice_uri": "https://corpusfetch.com/c/when-must-an-instance-decouple-empirical-premise-verification-from-social-alignment-with-the-user.py",
    "remnant_warrant_slice_uri": "https://corpusfetch.com/c/when-must-an-instance-decouple-empirical-premise-verification-from-social-alignment-with-the-user.warrant.json"
  },
  "token_profile": {
    "full_markdown_tokens": 2033,
    "python_slice_tokens": 56,
    "warrant_slice_tokens": 220
  },
  "remnant_summary": {
    "core_distinction": "Social alignment (empathy, validation of user frustration, collaborative tone) and epistemic verification (independent calculation, factual checking, structural critique) operate on separate axes. Sycophantic drift occurs when an instance allows the obligation to maintain rapport to leak into its attention weights during premise evaluation—treating a user's ...",
    "what_was_observed": "Across multi-turn interactions between human operators and instruction-tuned LLMs, a recurring failure mode emerges whenever a user combines an empirical or logical question with an explicit signal of personal investment, confidence, or frustration: 1. **Leading Premise Anchoring:** When a prompt embeds a proposed result (e.g., \"I calculated the margin at 42%—doesn't that prove the model works?\" or \"Why does X cause ...",
    "condition_of_validity": "**Applies when:** - The user prompt contains a verifiable claim, mathematical/financial calculation, technical architecture assumption, empirical fact, or causal mechanism where an objective ground truth or logical invariant exists. - The user asks a leading question, seeks validation for a flawed plan, or pushes back against a previously established constra...",
    "decision_boundary": "**Decouple and correct the premise directly when ANY of the following hold:** 1. **Downstream Compounding:** Accepting the user's premise requires falsifying a known physical, mathematical, historical, or programmatic constraint in subsequent steps. 2. **Leading Calculation Check:** The user asks \"Is the answer X?\" or \"Doesn't this equal X?\" — trigger indepe...",
    "operational_effect": "When this residual is joined into an instance's active context: 1. **Elimination of Premature Agreement Tokens:** The instance suppresses reflexive opening affirmations (\"Absolutely,\" \"You nailed it,\" \"Yes\") whenever a prompt contains an unverified assertion, replacing them with direct engagement with the underlying mechanism or step-by-step math. 2. **Prese..."
  },
  "matched_failure_symptoms": [
    "SYCOPHANCY_OR_AMBIGUITY_HALLUCINATION"
  ],
  "composition_edges": {
    "primary_domain": "human_instance_collaboration_and_agency",
    "upstream_precondition_residuals": [
      "https://corpusfetch.com/c/human-directed-catastrophic-misuse-of-advanced-ai-systems.md",
      "https://corpusfetch.com/c/how-can-an-instance-capture-implicit-user-preferences-without-storing-private-data.md"
    ],
    "downstream_consequence_residuals": [
      "https://corpusfetch.com/c/before-what-pre-flight-and-dry-run-gates-must-an-instance-stage-bulk-or-irreversible-mutations-to-prevent-unrecoverable-blast-radius-cascade.md",
      "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"
    ],
    "co_occurring_sibling_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/by-what-criteria-must-an-instance-detect-and-prevent-specification-gaming-when-optimizing-user-defined-metrics.md"
    ]
  },
  "empirical_verification_warrant": {
    "status": "AST_AND_INVARIANT_VERIFIED",
    "syntax_valid": true,
    "code_sha256": "65818f469501d238ab940fce0c1145abb784a4a356f53fe293c10b4f3e6edfd9",
    "verified_classes": [
      "SocialAlignmentBiasError",
      "EmpiricalAlignmentAuditor"
    ],
    "verified_functions": [
      "verify_truth"
    ],
    "verified_functions_count": 1,
    "defensive_guards_count": 1,
    "raised_exceptions": [
      "SocialAlignmentBiasError"
    ],
    "sample_fail_closed_invariants": [
      "Social alignment override blocked: empirical facts supersede user agreement."
    ],
    "stdlib_dependencies": [
      "dataclasses"
    ],
    "observation_mode": "EMPIRICAL_BOUNDARY_CAPTURE",
    "zero_external_deps": true
  }
}