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4b85a0af25
#000037 Phase 1.c: kernel_cost/llm_cost split + sweep_weights profile
Per §22 Finding 2: flat capital_cost=1.0 made every utility negative
in the dry-run sim. Split capital_cost into kernel_cost (~0.05 kernel
re-probe) + llm_cost (~1.0 LLM witness fan-out); ControllerBranch
now exposes effective_cost = kernel_cost + llm_cost when either is
positive, falling back to legacy capital_cost when both are zero.
Pre-1.c callers don't migrate. _utility() reads effective_cost so
split-cost and legacy-cost branches with the same total cost produce
byte-identical utility values.

Per §22 Finding 3 (partial): add sweep_weights() profile —
gamma_5f=1.5, lambda_capital_cost=0.25, nu_witness_divergence=0.5.
Sweep work willingly pays capital for falsification discovery and
treats high witness divergence as desirable signal (§13 step 11).
Registered in WEIGHT_PROFILES["sweep"]; folds into governance_policy
selection alongside safe / conservative / exploratory.

Tests: 6 new in tests/test_prometheus.py — effective_cost split path,
legacy fallback, _utility byte-identity across the two cost shapes,
kernel-only vs LLM-only ranking, sweep-vs-safe divergence on a
marginal branch (DEFERRED under safe, ACCEPT under sweep), and
WEIGHT_PROFILES registry now pins all four profiles.
2026-05-10 18:29:37 -04:00
f9f5ae459b
#000037 Phase 1 continued: §14 row 4 + §13 step 11 + weight-tunable gates
Closes four gaps in the initial Phase 1 landing (commit f625cac):

1. §14 row 4 — Hermes-saturation guard. `hermes_utilization` was on
   the input contract but never consumed. Now: `utilization >=
   budget` → DEFERRED with HERMES_SATURATED note + advisory event
   carrying (utilization, budget) for Phase 2 audit. Three new
   tests (saturation-equal, saturation-overflow, headroom-exists).

2. §13 step 11 — falsification-fixture proposal emission.
   New `FalsificationFixtureProposal` dataclass; controller now
   emits one per branch whose `witness_divergence >=
   falsification_divergence_threshold` (weight-tunable, default
   0.5). Emission fires BEFORE the all-vetoed cascade so vetoed-
   AND-diverged branches still surface as 5F-fixture candidates
   per #000025. Four new tests (high-divergence emits, low-
   divergence stays silent, threshold is weight-tunable, vetoed-
   diverged emits anyway).

3. Entropy + memory gating moved from module-level constants
   (`H_LOW=0.3`, `H_HIGH=0.7`, `KAPPA_MEMORY=0.5`) to weight
   fields (`h_low`, `h_high`, `kappa_memory`). Constants stay as
   back-compat exports; defaults match exactly so byte-identical
   behavior when neither override fires. Three new tests
   (h_low/h_high tunable, kappa_memory tunable, back-compat
   match).

4. Veto-class cascade hardening. Added explicit tests for the
   `replay_window_unbounded` → ESCALATE path and the
   `soft_hash_signal` → QUARANTINE path (§6 + §14 documented but
   previously untested). Plus tests for the §6 fail-loud
   priority ordering: ESCALATE > QUARANTINE > REJECT when mixed.

Dry-run regenerated against ~/.arborist/shards corpus:
  Target A at τ_qa=1d surfaces **576 FalsificationFixture
  proposals** from witness_divergence >= 0.5 (24% of swept
  candidates). These rows are now an actionable funnel for 5F
  fixture mining under #000025 §3.

Module: arborist/substrate/prometheus.py (+117 LOC, 899 total)
Tests:  tests/test_prometheus.py (+196 LOC, 22 → 36 tests)
Dryrun: bench/scripts/prometheus_sigma_sweep_dryrun.py +
        bench/results/prometheus-sigma-sweep-dryrun-2026-05-10.md
        track the new falsification_proposals_total counter.

Full suite: 2326 passed, 37 skipped (+14 net from the new tests).
2026-05-10 16:56:18 -04:00
f625cac20c
arborist/substrate/prometheus: Phase 1 controller (#000037)
Pure-function recursive-falsification controller implementing
ticket #000037 §13 algorithm (steps 1-9 + 12), §5 Shannon-entropy
fork-selection with stable softmax, §6 8-class hard-veto order,
§7 Kelly-bounded allocation with 4 safety guards, §7.1 EMA-smoothed
difficulty update, §14 exception-matrix dispatch, and §15 three
named weight profiles (safe/conservative/exploratory).

No DB, no LLM, no scheduler — advisory pure function over already-
committed state. Phase 2 (controller_events sibling table) lands
in companion commit a786d6d. Phase 3 (sleep sweep scheduler) is
not in this commit.

Module: arborist/substrate/prometheus.py (782 lines)
Tests: tests/test_prometheus.py (22 passing tests — the 17 named
contracts from §16.2 plus 5 boundary cases for the §6 veto-class
priority dispatch and §7.1 EMA stability).

Also removes obsolete tests/test_prometheus_sigma.py — pre-Phase-1
scaffolding placeholder whose 17 tests all called pytest.fail()
with "Phase 1 implementation pending" and the @skip_until_phase_1
decorator never auto-flipped to pass-on-import. The contract is
now in tests/test_prometheus.py.
2026-05-10 16:35:54 -04:00