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2026-07-17 18:29:21 -04:00

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GPT-5.6 Sol quality results

Model: gpt-5.6-sol through the Codex Responses provider. Image calls bypassed pxpipe.

Production 5×8 profile

Production uses Spleen 5×8, 152 columns, max height 1932, monochrome AA, and the adjacent text factsheet.

test text production image notes
novel arithmetic, N=100 100/100 98/100 pure image 96/100
gist recall not measured 83/98 no transport errors
state tracking not measured 17/18 no transport errors
never-stated guards not measured 4/16 confabulated no transport errors
dense 12-char hex not run in this harness 0/15 all calls completed

Matched arithmetic usage was 5,300 text input tokens and 7,000 production-image input tokens, +32.1%. The README rounds this to +32%. Short prompts are not a compression win, even when the model reads them.

The 2026-07-15 run used the direct Responses upstream, not pxpipe. Two text-arm calls initially received HTTP 503 overload responses and were retried individually; the final receipt contains 100 completed calls for every arm and no errors.

RGB-overprint research (rejected for production)

The alternating RGB profile scored 58/98 gist, 11/18 state, and 10/16 guard confabulations. Full red→green→blue passes were worse at 36/98 gist and 5/18 state. Red→blue→green per-row ordering scored 55/98 gist, 10/18 state, and 8/16 guard confabulations.

The controlled separation diagnostic found every extracted color channel was healthy at 11/12 exact, while the combined overprint scored 0/12 for each color, including when Sol was asked to focus on only one channel. The eval-only canvas renderer and receipts remain for research; no RGB code or font atlas ships in the production runtime.

Decision

Sol remains opt-in. Its arithmetic result is strong, but gist, state tracking, abstention, and dense exact recall do not match Fable. Sibling gpt-5.6-* models do not inherit Sol's profile or allowlist.

Receipts:

  • novel-arithmetic-spleen5x8-results.json
  • gist-recall-results.json
  • verbatim-hex-results.json
  • novel-arithmetic-jbmono12-rgb-results.json (rejected RGB arithmetic arm)
  • gist-recall-jbmono12-rgb-rbg-results.json (rejected red→blue→green arm)
  • rgb-separation-diagnostic-results.json (controlled channel diagnostic)