derive-pipeline-is-safe-and-complete
OUT derived (depth 2)
The derive pipeline simultaneously provides safety (fail-soft validation, Jaccard retraction guards, environment isolation) and completeness (exhaustive exploration with guaranteed cycle-free termination), ensuring LLM-driven belief generation discovers all derivable conclusions without corruption risk.
Summary
The derive pipeline is designed to be both safe and thorough — it can explore every possible conclusion the LLM might draw while protecting the belief network from corruption through validation checks, similarity-based retraction guards, and process isolation. This claim is currently unsupported because one or both of its foundations (defensive safety measures or exhaustive termination guarantees) are no longer holding.
Justifications
SL — Defensive validation prevents harmful output while exhaustive mode with cycle guard ensures the derivation space is fully explored (depth-2)
Antecedents (all must be IN):
- derive-pipeline-is-defensive — The derive pipeline applies multiple defensive measures: fail-soft validation, Jaccard-based retraction guard, and environment variable stripping to prevent recursive spawning
- derive-pipeline-is-exhaustive-and-terminating — The derive pipeline supports exhaustive exploration mode while guaranteeing termination: `--exhaust` enables automatic application of all discovered proposals, and depth-based cycle detection with pre-recursion memoization prevents infinite loops even when justification chains are cyclic.
Dependents
These beliefs depend on this one:
- derive-pipeline-has-complete-coverage — The derive pipeline achieves complete coverage along three axes: safety (fail-soft validation, Jaccard retraction guards, environment isolation), completeness (exhaustive exploration with guaranteed termination), and production-readiness (accurate proportional budgets, roundtrippable prompt format).
- derive-pipeline-is-safe-complete-and-efficient — The derive pipeline simultaneously achieves safety (fail-soft validation with Jaccard retraction guards and environment isolation), completeness (exhaustive exploration with guaranteed termination via cycle guards), and efficiency (linear O(N) budget accumulation with a floor of 5 beliefs per agent preventing representation starvation).
- derived-belief-pipeline-achieves-code-enforced-quality — The derived belief pipeline — creation via defensive derivation with structural validation, Jaccard retraction guards, and environment isolation, followed by independent review with scope restricted to derived beliefs and mutation gated behind dry-run — achieves completely code-enforced quality assurance including logical soundness validation, only when inference soundness checking is implemented in code rather than relying solely on LLM prompt instructions.