Monogate Command Center

EML-S22 Source-Family Generalization Mapprivate_reviewable

Private S22 map comparing sigmoid/logistic, damped oscillator, and softplus/log-sum-exp with a fixed seven-field rule; promotes sigmoid/logistic as the next source-family holdout candidate.

passdeterministic_synthesis_over_existing_evidencebuilder preset

Reviewhuman gate

Use as the private decision map for the next EML source-family holdout; do not treat it as generalization evidence.

Use S23 as the promoted sigmoid/logistic holdout, then benchmark protected/runtime forms before performance claims.

runtime benchmark before performance claimsmissing

Metricsbounded

candidate_family_count3

selected_promotion_familysigmoid_logistic

selected_promotion_score30

promote_next_source_family_holdout_count1

review_candidate_count2

partial_or_protected_lane_count0

public_ready0

runtime_performance_claim0

Non-Claimsblocked

No broad EML advantage claim.non-claim

No source-family generalization claim.non-claim

No runtime performance claim.non-claim

No compiler correctness or formal equivalence claim.non-claim

No proof, deployment, package publish, or public-readiness claim.non-claim

No Forge, eFrog, Engine, or MachLib source change.non-claim

Claim Flagsfalse

{
  "public_ready": false,
  "safe_to_publish_publicly": false,
  "proof_claim": false,
  "runtime_performance_claim": false,
  "compiler_correctness_claim": false,
  "formal_equivalence_claim": false,
  "broad_eml_advantage_claim": false,
  "source_family_generalization_claim": false,
  "family_level_generalization_claim": false,
  "production_toolchain_claim": false,
  "forge_behavior_changed": false,
  "efrog_behavior_changed": false,
  "engine_behavior_changed": false,
  "machlib_source_changed": false
}

Sources And Checksmonogate

monogate/reports/evidence_packets/eml_s22_source_family_generalization_map.json
monogate/reports/eml_s22_source_family_generalization_map_2026_05_29.md
monogate/python/results/eml_s22_source_family_generalization_map/eml_s22_source_family_generalization_map_2026_05_29.json
monogate/python/results/eml_s22_promotion_packets/sigmoid_logistic_next_holdout_candidate_v0_2026_05_29.json
monogate/command_center_feeds/eml_s22_source_family_generalization_map_feed_2026_05_29.json

python python/scripts/eml_s22_source_family_generalization_map.py --build --strict
python -m pytest -q python/tests/test_eml_s22_source_family_generalization_map.py