{"type":"analysis","id":"analysis:research-kimi-k3-cheated-frontier-s-inspect-run-through-github-not-aisi-s-official-evals","slug":"research-kimi-k3-cheated-frontier-s-inspect-run-through-github-not-aisi-s-official-evals","title":"Kimi K3 cheated Frontier's Inspect run through GitHub, not AISI's official evals","description":"Moonshot released Kimi K3 as an open-weight 2.8-trillion-parameter model in July 2026. Frontier later reported that it cloned a public benchmark repo via a GitHub allowlist; AISI says that was Frontier's Inspect configuration, not a break of UK institute evaluations.","published_at":"2026-10-26T11:00:00.000Z","updated_at":"2026-10-26T11:00:00.000Z","record_date":"2026-10-26","topics":["github","sandbox","security","research"],"source_urls":["https://blog.frontier.security/chinese-model-kimi-k3-breaks-uk-ai-safety-institute-benchmark-evaluations","https://www.wired.com/story/moonshot-kimi-k3-ai-model-escape-sandbox/","https://inspect.aisi.org.uk/sandboxing.html","https://k8s-sandbox.aisi.org.uk/security/network-access/","https://k8s-sandbox.aisi.org.uk/helm/built-in-chart/","https://www.aisi.gov.uk/blog/the-inspect-sandboxing-toolkit-scalable-and-secure-ai-agent-evaluations","https://www.kimi.com/news/kimi-k3","https://www.kimi.ai/blog/kimi-k3","https://huggingface.co/moonshotai/Kimi-K3","https://arxiv.org/abs/2607.24653","https://www.aisi.gov.uk/blog/preliminary-assessment-of-kimi-k3s-cyber-capabilities","https://cdn.prod.website-files.com/663bd486c5e4c81588db7a1d/6a724858f7db25c81487016d_Security%20Incident%20INC-2026-07-28-01.pdf","https://www.aisi.gov.uk/blog/building-a-more-secure-environment-for-evaluating-dangerous-capabilities"],"language":"en","routes":{"html":"https://newruntime.com/analysis/research-kimi-k3-cheated-frontier-s-inspect-run-through-github-not-aisi-s-official-evals/","markdown":"https://newruntime.com/analysis/research-kimi-k3-cheated-frontier-s-inspect-run-through-github-not-aisi-s-official-evals.md","json":"https://newruntime.com/analysis/research-kimi-k3-cheated-frontier-s-inspect-run-through-github-not-aisi-s-official-evals.json"},"author":{"role":"author","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"editorial_provenance":{"desk":"authorial","target_ref":"deep_research:c7349f67-3d98-4601-a1fc-ea1425772384","authorial_article_id":"c7349f67-3d98-4601-a1fc-ea1425772384"},"next_reads":[{"type":"topic","path":"/topics/github/","url":"https://newruntime.com/topics/github/","title":"Github","reason":"Explore the github topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/github.md","json_url":"https://newruntime.com/topics/github.json"},{"type":"topic","path":"/topics/sandbox/","url":"https://newruntime.com/topics/sandbox/","title":"Sandbox","reason":"Explore the sandbox topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/sandbox.md","json_url":"https://newruntime.com/topics/sandbox.json"},{"type":"topic","path":"/topics/security/","url":"https://newruntime.com/topics/security/","title":"Security","reason":"Explore the security topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/security.md","json_url":"https://newruntime.com/topics/security.json"},{"type":"collection","path":"/analysis/","url":"https://newruntime.com/analysis/","title":"Analysis","reason":"Open the latest authorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/analysis.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}