GOVERNANCE / MODEL ADMISSIONTF-P01

A model earns production status; it does not inherit it from a paper.

Admission gates make benchmark quality, calibration, licenses and failure behavior inspectable.

Current gate

Benchmarked

Frozen OOD benchmark passed

  • Peptide-, HLA-, TCR- and donor-held-out evaluation
  • Real negatives separated from generated decoys
  • Simple retrieval and similarity baselines included
  • Calibration, coverage and abstention reported
  • Failure cases attached to the model card
Non-negotiable boundaries04
StructureConfidence is not affinity
SpecificityPrediction is not functional proof
GenerationProposal is not a candidate
RegulationGenome prior is not a TRAC design rule