Monogate Command Center

EML-S24 Sigmoid Runtime Bakeoffprivate_reviewable

Private S24 runtime boundary check comparing naive, clamp-stable, branch-stable, and logaddexp-protected sigmoid forms; recommends branch-stable runtime while keeping clamp/EML form as representation evidence and naive as caution/teaching form.

passdeterministic_local_runtime_gridbuilder preset

Reviewhuman gate

Keep as private local runtime boundary evidence; use it to route sigmoid/logistic exports toward protected runtime forms.

Display the attached S24 runtime advisory in Forge/eFrog export consumers without changing compiler behavior.

export consumer UI display for S24 advisory metadatamissing

broader runtime bakeoff across additional source families before generalization claimsmissing

formal compiler/decompiler correctness proof before equivalence claimsmissing

Metricsbounded

runtime_form_count4

profile_run_count32

finite_and_bounded_form_count4

recommended_runtime_formbranch_stable_sigmoid

representation_formclamp_stable_sigmoid

public_ready0

runtime_performance_claim0

Non-Claimsblocked

No public performance claim.non-claim

No runtime performance claim beyond local fixture ranking.non-claim

No broad EML advantage or source-family generalization claim.non-claim

No compiler correctness or formal equivalence claim.non-claim

No proof, deployment, package publish, hardware, GPU, certified-safety, or public-readiness claim.non-claim

Claim Flagsfalse

{
  "public_ready": false,
  "safe_to_publish_publicly": false,
  "proof_claim": false,
  "runtime_performance_claim": false,
  "public_performance_claim": false,
  "compiler_correctness_claim": false,
  "formal_equivalence_claim": false,
  "broad_eml_advantage_claim": false,
  "source_family_generalization_claim": false,
  "sigmoid_generalization_claim": false,
  "production_toolchain_claim": false,
  "certified_safety_claim": false,
  "hardware_measurement_claim": false,
  "gpu_measurement_claim": false
}

Sources And Checksmonogate

monogate/reports/evidence_packets/eml_s24_sigmoid_runtime_bakeoff.json
monogate/reports/eml_s24_sigmoid_runtime_bakeoff_2026_05_29.md
monogate/python/results/eml_s24_sigmoid_runtime_bakeoff/eml_s24_sigmoid_runtime_bakeoff_2026_05_29.json
monogate/python/results/eml_s24_sigmoid_runtime_packets/*_2026_05_29.json
monogate/command_center_feeds/eml_s24_sigmoid_runtime_bakeoff_feed_2026_05_29.json

python python/scripts/eml_s24_sigmoid_runtime_bakeoff.py --build --strict
python -m pytest -q python/tests/test_eml_s24_sigmoid_runtime_bakeoff.py