"""Seam S4/S5 pins — generalized-lift instrument + ports/handoff evidence. The instrument is the arbiter of "generalized lift, no overfitting": identical compiled problems for corridor and baseline, independent truth-table gold, wrong=0 guard on the propositional (flagship-regime) domain, and an honest-NULL protocol. The handoff evidence pins that Ring-2/Ring-3 machinery DISCRIMINATES (proceed on the lawful identity-action turn, typed abstain on a frame-rotating turn) — off-serving, flags untouched. """ from __future__ import annotations import json import pytest from evals.generalized_lift_instrument import ( run_generalized_lift_instrument, ) from evals.lift_evidence_handoff import run_lift_evidence_handoff @pytest.fixture(scope="module") def report(): return run_generalized_lift_instrument() def test_propositional_domain_wrong_zero_and_gold_agreement(report): prop = report.outcomes[0] assert prop.domain_id == "propositional" assert prop.corridor_wrong == 0 # the flagship-regime guard assert prop.baseline_wrong == 0 for row in prop.cases: assert row["corridor_entailed"] == row["gold_entailed"] assert row["baseline_entailed"] == row["gold_entailed"] assert prop.verdict == "PARITY" # honest expected outcome: both exact def test_recognition_domain_shows_relax_readback_lift(report): rec = report.outcomes[1] assert rec.domain_id == "constrained-recognition" assert rec.corridor_correct == rec.n_cases # relax+readback recovers every mode assert rec.corridor_wrong == 0 and rec.corridor_refused == 0 assert rec.baseline_correct < rec.n_cases # constraint-blind argmax fails assert rec.delta_correct > 0 and rec.verdict == "LIFT" for row in rec.cases: assert row["roundtrip_agreement"] > 0.99 # hearing ourselves think def test_multimodal_domain_recorded_honestly(report): multi = report.outcomes[2] assert multi.domain_id == "multimodal-completion" assert multi.n_cases == 1 assert multi.corridor_wrong == 0 assert multi.verdict in ("LIFT", "PARITY") # measured, never assumed def test_report_flags_and_scope_limitations(report): assert report.wrong_zero_guard_held assert isinstance(report.honest_null, bool) assert any("GSM8K" in note for note in report.scope_limitations) json.dumps(report.as_dict()) # JSON-safe artifact def test_handoff_evidence_discriminates(): artifact = run_lift_evidence_handoff() lawful = artifact["turns"]["identity-action"] rotated = artifact["turns"]["frame-rotating"] assert lawful["chain_verified"] and rotated["chain_verified"] assert lawful["identity_action"]["action"] == "proceed" assert lawful["precision_action"]["action"] == "proceed" assert lawful["handoff"]["handoff"] == "proceed" assert rotated["identity_action"]["action"] == "abstain" assert "d_stab>epsilon_turn" in rotated["identity_action"]["reasons"] assert rotated["handoff"]["handoff"] == "abstain" assert any(r.startswith("port:identity:") for r in rotated["handoff"]["reasons"]) json.dumps(artifact) # JSON-safe acceptance-evidence artifact