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@@ -26,8 +26,8 @@ pack where every answer is derived from the artifact itself and machine-checked.
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  - Provenance per item: binary name, sha256_16, address, arch
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  - **Verification:** independent REA audit (answers re-verified against the binaries); 10,163
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  deterministic items score 1.0 on gold / 0.0 on abstention; 0/10,242 answer leaks; all tasks load
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- against the real `verifiers` v1 framework; 20 agentic challenges ship Harbor-format task packages
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- with reward chain tested 20/20
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  - **Baseline:** a frontier local reasoning model scores 22% on our deterministic subset — headroom
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  is the feature
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  - Provenance per item: binary name, sha256_16, address, arch
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  - **Verification:** independent REA audit (answers re-verified against the binaries); 10,163
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  deterministic items score 1.0 on gold / 0.0 on abstention; 0/10,242 answer leaks; all tasks load
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+ against the real `verifiers` v1 framework; 20 agentic challenges ship Harbor-format task packages,
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+ built + scored in real Docker containers with reward chain tested 20/20 (gold→1, wrong→0)
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  - **Baseline:** a frontier local reasoning model scores 22% on our deterministic subset — headroom
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  is the feature
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