FALKEN–9 C64 / NEURAL GAME

Study007 — Bounded pathway preservation and local rescue

Frozen5195-byte packet SHA-256 fe180f8a931f9d92d8aa39da337bc819d0dbe4e6d971edcba00324fbc18a91c1. Host-only analysis. No deployed model/game changes.

Gates and interpretation

Exact replay:627 actual-target fixtures,13167 complete stage vectors,5643 logit scalars. Composed complete-set/legal/tie outcomes exact on4520 raw boards. This reuses saved target evidence, not new target execution/performance. Additional unselected experts evaluated offline only; baseline observation placeholders are not measured zero activity. Selected zero gate remains a real executed expert.

Scores encode >=0 optimal-set membership, not categorical preferences or probabilities. Wrapper canonicalization, legal masking, full-set inverse and raw tie order are fixed non-neural. All finite boards were previously trained/audited;372/121/134 folds are probe/selection confirmation, not novel-domain generalization. Interventions are OOD and preserve native integer rounding, clamps and accumulation. No strategy labels inferred from damage.

Measured overview

Actual cases and counterexamples

Declared circuit boundary

Candidate expert3 selected on training-only necessity contrast (must-block minus matched-neutral active error rates); control expert0 is the predeclared next cyclic ID, not post-hoc best control. Scope is a whole expert output vector after routing, with receiver residual/gates/head retained. It is NOT a full network circuit. Natural matches reuse study005's frozen legal one-mark relocations; preserve raw candidate identity/ply/side/geometry/fold, candidate active in both; gate Linf<=4096/32768. Route-fixed and naturally route-changing contrasts are reported separately. Both patch directions executed. Donor latent vectors are computed in their own canonical frames; no square-axis latent alignment is invented. Raw orbit outcomes use exact declared transforms. Unavailable donor experts are never substituted as observed zeros.

Candidate-only patch, shared-noncandidate natural corruption, all-shared patch and candidate restoration are compared with zero-noncandidate/zero-all/restoration controls. Identity and restoration algebra are exact. Rescue reports newly introduced failures too. Natural pathway transplantation is off-distribution; retaining one output path while zeroing another is a local preservation test only, not natural mediation or full-circuit sufficiency.

Role/contract Directed trials Natural rescues New damage Zero rescues Candidate preserved: empty Candidate preserved: nonoptimal nonempty
candidate/route-changing 110 36 0 14 4 26
candidate/route-fixed 112 17 0 18 0 10
control/route-changing 68 6 0 19 0 7
control/route-fixed 64 6 0 8 0 6

Matching coverage (no post-hoc relaxation; cap24/stratum)

Role Contract Task Fold Prior eligible relocation inventory Accepted pairs
candidate route-fixed win 0 90 5
candidate route-fixed win 1 18 3
candidate route-fixed win 2 15 1
candidate route-fixed threat 0 145 14
candidate route-fixed threat 1 17 3
candidate route-fixed threat 2 28 1
candidate route-fixed fork 0 167 22
candidate route-fixed fork 1 28 4
candidate route-fixed fork 2 36 3
candidate route-changing win 0 90 7
candidate route-changing win 1 18 2
candidate route-changing win 2 15 1
candidate route-changing threat 0 145 17
candidate route-changing threat 1 17 4
candidate route-changing threat 2 28 4
candidate route-changing fork 0 167 15
candidate route-changing fork 1 28 5
candidate route-changing fork 2 36 0
control route-fixed win 0 90 3
control route-fixed win 1 18 0
control route-fixed win 2 15 1
control route-fixed threat 0 145 8
control route-fixed threat 1 17 2
control route-fixed threat 2 28 2
control route-fixed fork 0 167 11
control route-fixed fork 1 28 3
control route-fixed fork 2 36 2
control route-changing win 0 90 4
control route-changing win 1 18 2
control route-changing win 2 15 0
control route-changing threat 0 145 15
control route-changing threat 1 17 0
control route-changing threat 2 28 3
control route-changing fork 0 167 6
control route-changing fork 1 28 2
control route-changing fork 2 36 2

Full per-direction empty/nonoptimal/tie/full-set and raw-orbit outcomes, exact expert output vectors and restoration records are in outcomes.json. Counterexamples are retained in figure cases007 A-C; lack of support is unavailable evidence, not a null circuit effect.

Reproduction and evidence

Run OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 PYTHONDONTWRITEBYTECODE=1 PYTHONPATH=ARCHIVE_ROOT SOURCE_ROOT/.venv/bin/python research678_run.py 007 --out <fresh-directory>. This historical interpreter path supplies dependencies only. Local falken9/scripts imports must resolve inside the isolated snapshot. verification-study007.json records fresh-directory byte equality and preservation. Bundles exclude model binaries, ROMs, secrets, environments and caches; a hash-matching original packet and target fixtures are prerequisites. No external writes or notifications.