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R12 Matched Recurrent Controls Result

Arm Fit job Evaluation job Checkpoint SHA-256 Result SHA-256 --- ---: ---: --- --- DRS complete-basis state 689524 689525 5a0328d0128aa06a9a4cbaa77a40eeceab8d6f55a266efceef3f4437932c4b97 eb0b15413e7dcf42f27d275a5a922c3f293dbead6c5507ca7910e802d80d9484 STRR static tape plus short …

R12_RECURRENT_CONTROLS_RESULT.mdOpen original Markdown ↗

R12 Matched Recurrent Controls Result

Status: frozen negative control result, 2026-07-15. These measurements do not establish reasoning, context scaling, or a new mechanism. They measure two ordinary supervised recurrent-state representations from the same immutable raw-200k checkpoint under the same 900 held-out episodes.

Immutable evidence

ArmFit jobEvaluation jobCheckpoint SHA-256Result SHA-256
DRS complete-basis state6895246895255a0328d0128aa06a9a4cbaa77a40eeceab8d6f55a266efceef3f4437932c4b97eb0b15413e7dcf42f27d275a5a922c3f293dbead6c5507ca7910e802d80d9484
STRR static tape plus short register68952668952721a32f39de6874b9c8ccd52dff97c189445ab135b6c33b70e45379ca531c76cd9a8bd97cc5f450b626aed204c47ebb6260e3f1af89e39c8eb959175f9b2adf5f

Both fits used 311,127 examples, one epoch, 1,115 updates, and the same best_step200000.pt parent. DRS used 36,516,108 source tokens; STRR used 36,532,447. Both evaluations used 300 cases in each of recombine_w4, recombine_w6, and unseen width_ood_w8. DRS evaluation wrote its complete, hash-stable 900-case JSON and final summary before hanging during CUDA teardown; job 689525 was then canceled solely to release the idle H100. The result was mirrored locally and matched the remote SHA-256 before cancellation.

Exact scores

DRS complete-basis state

RegimeFirst transitionCorrect transitions / attemptedExact finalClosed-loop statePaired intervention
recombine width 4191/300452/69749/30055/30037/300
recombine width 6189/300477/76114/30016/30010/300
unseen width 8153/300330/6300/3000/3000/300
Total533/900 (59.22%)1,259/2,088 (60.30%)63/900 (7.00%)71/900 (7.89%)47/900 (5.22%)

The first responses were all distinct (900/900 unique; mode count one), so this arm did not collapse to one repeated output string. It nevertheless failed every exact unseen-width chain.

STRR static tape plus short register

RegimeFirst transitionCorrect transitions / attemptedExact finalClosed-loop statePaired intervention
recombine width 4117/300218/50314/30015/3006/300
recombine width 6135/300251/5501/3001/3001/300
unseen width 8113/300184/4840/3000/3000/300
Total365/900 (40.56%)653/1,537 (42.49%)15/900 (1.67%)16/900 (1.78%)7/900 (0.78%)

STRR emitted only 59 unique first responses and its mode occurred 50 times. Keeping the operand tape outside the recurrent register did not reduce the dominant transition or depth error.

Decision

Both arms are closed as reasoning mechanisms.

  1. Local transition imitation is real but insufficient. DRS reaches 60.30% transition accuracy and STRR 42.49%, while exact full-chain accuracy falls to 7.00% and 1.67% respectively.
  2. Neither arm shows length generalization. Both score 0/300 exact finals, 0/300 state-closed loops, and 0/300 paired interventions at unseen width 8.
  3. Exposing the source again each turn is not the missing mechanism. STRR is worse than the complete-state DRS arm despite its immutable supplied tape.
  4. Enumerating a complete local transition basis improves the learned local chart but does not produce an update rule that extrapolates to a longer machine state.
  5. No further DRS/STRR SFT is authorized merely by changing the amount of the same local-transition data. A future candidate must directly test exact consume-and-transport behavior and must beat these controls at unseen depth without source replay, external execution, or hidden answer supervision.

This result narrows the current Shohin failure to semantic state update plus transport under composition, not simply an absence of arithmetic examples, canonical formatting, a recurrent register, or immutable source access.