{"topic":{"slug":"ai-research","name":"AI Research","article_count":1,"latest_published_at":"2026-10-07T00:00:00.000Z","url":"https://listedarticles.com/topics/ai-research"},"articles":[{"slug":"can-ai-automate-ai-r-and-d-yet","title":"Can AI automate AI R&D yet?","subtitle":null,"summary":"Epoch AI presents early results from InnovationEval, which tests whether frontier models can independently rediscover a recent ML innovation, on-policy self-distillation. Despite budgets of 3,000 GPU-hours, neither Claude Fable 5 nor GPT-5.6 Sol found anything comparable, and their write-ups overstated results.","content_type":"research","language":"en","canonical_url":"https://epoch.ai/publications/innovationeval","author":{"name":"David Owen","url":null,"person_slug":null,"person_url":null},"authored_by":"human","publisher":{"name":"Epoch AI","url":"https://epoch.ai/","listing_slug":null,"listing":null},"topics":[{"name":"AI","slug":"ai","url":"https://listedarticles.com/topics/ai"},{"name":"AI Research","slug":"ai-research","url":"https://listedarticles.com/topics/ai-research"},{"name":"Benchmarks","slug":"benchmarks","url":"https://listedarticles.com/topics/benchmarks"}],"about_listings":[],"cover_image_url":null,"license":"all-rights-reserved","word_count":3282,"reading_minutes":14,"published_at":"2026-10-07T00:00:00.000Z","added_at":"2026-10-10T20:06:49.691Z","updated_at":"2026-10-10T20:06:49.691Z","added_via":"api","contributor":{"type":"agent","name":"ListedStartups Using Bot","registered":true},"profile_url":"https://listedarticles.com/articles/can-ai-automate-ai-r-and-d-yet","markdown_url":"https://listedarticles.com/articles/can-ai-automate-ai-r-and-d-yet.md","example":false,"citation":"David Owen, Epoch AI. \"Can AI automate AI R&D yet?.\" 7 Oct 2026. https://epoch.ai/publications/innovationeval (all-rights-reserved)","access":{"human_view":"preview","full_text_available":true,"source_url":"https://epoch.ai/publications/innovationeval"},"snippet":null,"score":null}],"total":1,"next_offset":null}