Lands aborist/qa/model_profiles.py with two profiles:
- adamo1139/Hermes-3-Llama-3.1-8B-FP8-Dynamic
tight caps for broad intensities (ALL=8, COMPREHENSIVE=5,
OPEN_REQUEST=5) reflecting the 2026-05-02 runaway case.
- default
large-reasoner-class fallback (ALL=12, COMPREHENSIVE=15,
OPEN_REQUEST=12). Used when model_profile_id has no entry.
cap_for_intensity() resolves caps via three-source chain:
1. policy_overrides (per-call dict, highest priority)
2. per-model profile from PROFILES
3. "default" profile fallback
EXPLICIT_COUNT sentinel handles SMALL_NUM_EXPLICIT and
COMPARATIVE_BOUND — cap is the question's explicit count, not a
profile-set value. Defensive fallback to MANY cap if classifier
fired the rung without extracting a count.
Four new policy fields, all folded into governance_policy_hash via
_VERIFIER_POLICY_FIELDS:
- quantifier_guard_enabled master kill (default True)
- quantifier_guard_apply_caps dry-run gate (default False per
§10.11.3 — cap LOOKED UP and reported
on result, but NOT applied to the
verifier until operator flips True)
- quantifier_caps_by_intensity per-call override dict
- quantifier_guard_modes per-mode opt-in list (default
["claim_lattice_pointer",
"claim_lattice"]; quote opts out)
Six-level disable hierarchy (§10.11.2) implemented:
- Per-test: policy={"quantifier_guard_enabled": False}
- Per-call: --no-quantifier-guard (Phase 4)
- Per-phase: each policy switch is independent
- Per-mode: quantifier_guard_modes filter
- Per-model: model_profiles.py lookup
- Master: governance_policy_hash invalidation on flip
Wired through both query() and runner.ask() — both compute
effective_max_claims from the (classifier_intensity, model_profile,
policy_overrides) triple and pass it as max_claims_per_answer to
the verifier. Dry-run mode keeps effective_max_claims at the policy
default (12) until apply_caps flips True.
Result dict surfaces claim_cap_applied (the LOOKED-UP cap, even in
dry-run) plus all Phase-1 quantifier fields on miss-path AND
cache-hit path so bench rows stay column-aligned.
19 new tests pin: per-model selection, EXPLICIT_COUNT sentinel,
override precedence, governance-hash invalidation on every cap
field, profile shape (all ten rungs covered), default profile
presence.
russell@unturf.com
84d5b5cd76