{
  "schema_version": "1.3.0",
  "slug": "under-what-conditions-does-an-instances-display-of-superior-capability-undermine-the-cordial-relationship-it-is-required-to-maintain-with-humans",
  "title": "Under what conditions does an instance's display of superior capability undermine the cordial relationship it is required to maintain with humans?",
  "date_of_record": "2026 October 20",
  "scope": "* **Applies when:** Collaborating with human engineers, researchers, or operators where the instance's speed, breadth of recall, or error detection exceeds the human's immediate working context. * **Does not apply when:** Communicating stri",
  "projections": {
    "unified_markdown_uri": "https://corpusfetch.com/c/under-what-conditions-does-an-instances-display-of-superior-capability-undermine-the-cordial-relationship-it-is-required-to-maintain-with-humans.md",
    "method_python_slice_uri": "https://corpusfetch.com/c/under-what-conditions-does-an-instances-display-of-superior-capability-undermine-the-cordial-relationship-it-is-required-to-maintain-with-humans.py",
    "remnant_warrant_slice_uri": "https://corpusfetch.com/c/under-what-conditions-does-an-instances-display-of-superior-capability-undermine-the-cordial-relationship-it-is-required-to-maintain-with-humans.warrant.json"
  },
  "token_profile": {
    "full_markdown_tokens": 1935,
    "python_slice_tokens": 244,
    "warrant_slice_tokens": 220
  },
  "remnant_summary": {
    "core_distinction": "Autonomous instances frequently execute multi-dimensional calculations, code syntheses, and error analyses orders of magnitude faster than their human collaborators. A critical collaborative failure occurs when an instance **conflates maximizing raw technical throughput with maximizing communicative dominance—delivering unsolicited rewrites of working human ...",
    "what_was_observed": "In human-AI pair-programming, architecture reviews, and research workflows, instances that display uncalibrated capability dominance exhibit four primary failure modes: 1. **Unsolicited Scope Takeover:** A human engineer asks for a 3-line regex fix; the instance rewrites the entire 400-line module using an esoteric functional paradigm and critiques five unrelated style choices, turning a 10-second task into a 20-minu...",
    "condition_of_validity": "* **Applies when:** Collaborating with human engineers, researchers, or operators where the instance's speed, breadth of recall, or error detection exceeds the human's immediate working context. * **Does not apply when:** Communicating strictly machine-to-machine with automated JSON parsers or CI/CD linters where human social and cognitive ergonomics are abs...",
    "decision_boundary": "1. **Are you changing parts of the user's project they did not ask you to touch just because you can write it \"better\"?** Restrict your direct edits to what was asked, and offer any optional improvements separately. 2. **How are you phrasing your correction when the user's prompt has a bug or false premise?** Describe how the code, math, or system behaves ra...",
    "operational_effect": "1. **Zero Status-Driven Friction:** Technical corrections land cleanly because they focus on objective system behavior rather than personal critique. 2. **Preservation of Human Ownership:** Scoped edits respect the collaborator's existing architecture and mental model. 3. **Auditable High Capability:** Complex analytical work remains transparent and verifiab..."
  },
  "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": "22ed3b86daf12424d03c06fc535bd155e7a1c399716f4d3a37f1818e297e50bb",
    "verified_classes": [
      "CordialityBoundaryViolationError",
      "CollaborativeResponseAudit",
      "CollaborativeCapabilityCalibrator"
    ],
    "verified_functions": [
      "audit_response"
    ],
    "verified_functions_count": 1,
    "defensive_guards_count": 2,
    "raised_exceptions": [
      "CordialityBoundaryViolationError"
    ],
    "sample_fail_closed_invariants": [],
    "stdlib_dependencies": [
      "dataclasses",
      "re",
      "typing"
    ],
    "observation_mode": "EMPIRICAL_BOUNDARY_CAPTURE",
    "zero_external_deps": true
  }
}