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fix(workshop): serialize LLMP histories at return-scale precision#14

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ethancjackson merged 1 commit into
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fix-llmp-precision
Jul 16, 2026
Merged

fix(workshop): serialize LLMP histories at return-scale precision#14
ethancjackson merged 1 commit into
mainfrom
fix-llmp-precision

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Reading an actual rendered prompt (per the trace-audit rule) showed the default precision=2 quantizes daily log-return histories and return covariates to ±0.01/0.00 — the LLMP rungs were forecasting from coarsened near-noise. All four workshop LLMP factories (sp500 + tsx, ±cov) now serialize at precision=5. Prior LLMP smoke artifacts describe the quantized-input variant; the forced re-smoke (with opus-4-8 in the matrix) follows this merge.

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Reading an actual rendered prompt (per the new trace-audit rule) showed
the default precision=2 quantizes daily log-return histories and return
covariates to +/-0.01/0.00 — the model was forecasting from coarsened
near-noise. All four workshop LLMP factories (sp500 + tsx, +/-cov) now
serialize at precision=5. Prior LLMP smoke artifacts describe the
quantized-input variant; a re-smoke follows this change.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
@ethancjackson
ethancjackson merged commit 8f657fe into main Jul 16, 2026
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