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docs: add Calibrated Evaluation Foundry section to README - #4

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caiotheodoro merged 2 commits into
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docs-readme-eval-foundry
Aug 7, 2026
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docs: add Calibrated Evaluation Foundry section to README#4
caiotheodoro merged 2 commits into
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docs-readme-eval-foundry

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The Foundry (apps/trust/py/src/trust/forge/) had no mention in the root README despite being the largest research thread in the repo. Adds a findings table with real numbers and links to the full writeup and build history rather than duplicating them.

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caiotheodoro and others added 2 commits August 7, 2026 00:20
The Foundry (apps/trust/py/src/trust/forge/) had no mention in the root
README despite being the largest research thread in the repo — the ARC-AGI-3
benchmark-construction reproduction plus 6 parameter studies (S1-S6) and 3
real-model runs (DeepSeek RHAE, contamination probe, judge-ladder budget).
Adds a findings table with real numbers and links out to the full writeup
(docs/blog-eval-foundry.md) and build history (docs/HANDOFF.md) rather than
duplicating them. Also lists the Foundry's own evidence artifacts alongside
the existing "Validate a claim" section.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
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caiotheodoro merged commit 98708a4 into main Aug 7, 2026
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caiotheodoro deleted the docs-readme-eval-foundry branch August 7, 2026 04:23
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