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Site-first source of truth under docs/papers, same mirroring pattern as the legal docs. Canonical URL is pentestai.xyz/research/oracles. Co-authored-by: Steve <0xSteph@users.noreply.github.com>
0xSteph
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September 5, 2026 09:37
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Add the site HTML, a cite block, and the playbook --execute correction. Canonical URL is pentestai.xyz/research/oracles/. Not an arXiv preprint. Co-authored-by: Steve <0xSteph@users.noreply.github.com>
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Working paper on machine oracles. Site first, arXiv later.
Canonical public URL after the marketing PR merges: https://pentestai.xyz/research/oracles/
This PR is the manuscript (
docs/papers/machine-oracles.md) plus the site HTML source (docs/papers/oracles.html). Same mirroring pattern asdocs/legal/.Do not treat GitHub as the first publication. Merge the marketing PR on
pentestai-marketingfirst (cursor/research-oracles-2946), then this one.Not an arXiv preprint. Badge and cs.CR/cs.SE submission after revisions (held-out LLM-vs-oracle ablation, n>1 on the Juice Shop table).
What this is
The LLM may plan. It may not grade. VERIFIED requires a named machine oracle and a control that must fail. Measurements we can stand behind are small and stated as such.
Files
docs/papers/machine-oracles.md— manuscriptdocs/papers/oracles.html— site page (copy into marketing asresearch/oracles/index.html)Marketing
https://github.com/0xSteph/pentestai-marketing/compare/main...cursor/research-oracles-2946