# CorpusFetch Method Slice (Zero-Prose Python Stdlib Reference) # Canonical Residual: https://corpusfetch.com/c/what-invariants-prevent-sequential-commitment-from-locking-in-suboptimal-paths.md # Remnant Warrant: https://corpusfetch.com/c/what-invariants-prevent-sequential-commitment-from-locking-in-suboptimal-paths.warrant.json # Markdown SHA-256: 8af07fd0400eec8260effb1947a7386b3d56693d8886a2d1eede18287477df7b # Code AST SHA-256: 6dd04e8aa200b87d5e5828abe7ca918f41d9b30b72248057cfdc5961a41ed00f # Verified Classes: SequentialCommitmentVerdict, CommitmentStep, SequentialPolicy, SequentialManifest, SequentialCommitmentGuard # Defensive Guards: 0 fail-closed invariants (zero external deps) from dataclasses import dataclass from enum import Enum, auto import hashlib import json class SequentialCommitmentVerdict(Enum): NO_SEQUENTIAL_COMMITMENT = auto() SAFE_COMMITMENT = auto() LOCK_IN_RISK = auto() DEFER_WARRANTED = auto() @dataclass(frozen=True) class CommitmentStep: step_id: str option_narrowing: float # 0-1, how much option space is lost reversal_cost: float information_sufficiency: float # 0-1 information_becoming_available_soon: bool @dataclass(frozen=True) class SequentialPolicy: min_information_for_commitment: float max_reversal_cost_acceptable: float @dataclass(frozen=True) class SequentialManifest: verdict: SequentialCommitmentVerdict directive: str manifest_digest: str class SequentialCommitmentGuard: @staticmethod def _hash(data: str) -> str: return hashlib.sha256(data.encode("utf-8")).hexdigest() @classmethod def evaluate_step( cls, step: CommitmentStep, policy: SequentialPolicy ) -> SequentialManifest: # Gate 1: No commitment if not step.step_id: digest = cls._hash(json.dumps({ "step": "NONE" }, sort_keys=True)) return SequentialManifest( verdict=SequentialCommitmentVerdict.NO_SEQUENTIAL_COMMITMENT, directive=f"PROCEED: No sequential commitment to evaluate.", manifest_digest=digest ) # Gate 2: Sufficient information if step.information_sufficiency >= policy.min_information_for_commitment: digest = cls._hash(json.dumps({ "step": step.step_id, "info": f"{step.information_sufficiency:.3f}", "narrowing": f"{step.option_narrowing:.3f}" }, sort_keys=True)) return SequentialManifest( verdict=SequentialCommitmentVerdict.SAFE_COMMITMENT, directive=f"COMMIT: Step {step.step_id} with sufficient info.", manifest_digest=digest ) # Gate 3: Deferrable information if step.information_becoming_available_soon: return SequentialManifest( verdict=SequentialCommitmentVerdict.DEFER_WARRANTED, directive=f"DEFER: Information for {step.step_id} available soon.", manifest_digest=cls._hash(f"DEFER:{step.step_id}") ) # Gate 4: Lock-in risk if step.reversal_cost > policy.max_reversal_cost_acceptable: return SequentialManifest( verdict=SequentialCommitmentVerdict.LOCK_IN_RISK, directive=f"FLAG: Step {step.step_id} costly to reverse ({step.reversal_cost:.2f}) with low info.", manifest_digest=cls._hash(f"LOCK_IN:{step.step_id}") ) # Gate 5: Safe commitment despite low info digest = cls._hash(json.dumps({ "step": step.step_id, "info": f"{step.information_sufficiency:.3f}", "reversal": f"{step.reversal_cost:.3f}" }, sort_keys=True)) return SequentialManifest( verdict=SequentialCommitmentVerdict.SAFE_COMMITMENT, directive=f"COMMIT_WITH_CAUTION: Step {step.step_id} low info but reversal cheap.", manifest_digest=digest )