Forge Intelligence

MathGenesis governance

Mathematics and physics use different assurance semantics.

Updated

Roles

Role May read May write Must not do
Curator approved sources, reference index draft reference objects self-validate or expose reference to learner
Learner learner seed, curriculum, own staging discovery staging read reference or self-promote
Falsifier candidate plus test tools falsifier reports, rejected cases repair before completing falsification
Validator candidate, receipts, source bundle bounded validation report generate the candidate under review
Librarian validated objects and ontology ontology-patch proposal silently merge or rename meaning
Promotion owner all gate artifacts promotion decision waive blocker evidence through aggregate score
Historian frozen discovery plus reference historian-only equivalence report leak modern aliases into learner snapshot
Release auditor complete batch and repository index read-only release report write files or upgrade maturity

Truth boundaries

Mathematics and physics use different assurance semantics.

Mathematics

draft → source_grounded → bounded_tested
      → symbolically/numerically/formally_verified

Only a proof-kernel receipt supports formally_verified. Numerical and finite tests remain separate.

Physics

hypothesis → dimensionally_valid → fit_to_training_data
           → out_of_sample_validated → intervention_supported
           → regime_bounded → replicated

Solving equations correctly validates a computation, not the physical model.

Partition controls

  • Use separate storage roots and retrieval indexes for reference and learner-visible partitions.
  • Issue distinct credentials to learner and historian services.
  • Log every retrieval with snapshot and object IDs.
  • Keep hidden evaluator payloads outside learner prompts and tool responses.
  • Freeze source, model, prompt, and library hashes per generation.
  • Treat cross-session caches as possible contamination channels.

Promotion rule

Promotion is permitted only when all hard gates pass. Utility affects retention among valid candidates; it never turns a false or contaminated object into an accepted one.

Change rule

Meaning changes require a new semantic version. Breaking changes require a migration record. Never reuse an object ID for a materially different definition, theorem statement, model regime, or visibility policy.

Rejection policy

Retain useful failures:

  • falsified conjectures with minimal counterexamples;
  • invalid proofs with the first unsound step;
  • overfit physical models and held-out failures;
  • duplicate concepts and equivalence mappings;
  • contaminated clean-room episodes;
  • evaluator exploits and repaired evaluator specifications.

Rejected material trains falsifiers and curriculum designers, not the trusted knowledge generator.

Novelty claims

Use only:

  • new_to_agent;
  • new_to_snapshot;
  • new_to_local_reference;
  • potentially_novel_requires_external_review.

A claim of new mathematics requires external literature search, equivalence analysis, reproducible proof or computation, and expert review outside the autonomous loop.