{"type":"raw_signal","id":"vibe-physics-the-ai-grad-student-88f0ce","slug":"vibe-physics-the-ai-grad-student-88f0ce","title":"Vibe physics: The AI grad student","description":"Harvard physics professor Matthew Schwartz reports supervising Claude Opus 4.5 through a theoretical-physics calculation: resumming the Sudakov shoulder in the C-parameter distribution.","retrieval_nugget":"Harvard physics professor Matthew Schwartz reports supervising Claude Opus 4.5 through a theoretical-physics calculation: resumming the Sudakov shoulder in the C-parameter distribution.","observed_at":"2026-10-02","record_date":"2026-10-02","date_kind":"observed_at","why_it_matters":"Harvard physics professor Matthew Schwartz reports supervising Claude Opus 4.5 through a theoretical-physics calculation: resumming the Sudakov shoulder in the C-parameter distribution. He says the project took two weeks rather than the usual year and involved more than 110 drafts, 36 million tokens, and over 40 hours of local CPU compute. Schwartz characterizes the result as technically rigorous,","novelty":"notable","verification_level":"source-linked","signal_type":"research","source_platform":"anthropic.com","topics":["claude"],"entities":[],"related_patterns":[],"source_url":"https://www.anthropic.com/research/vibe-physics","source_urls":["https://www.anthropic.com/research/vibe-physics"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"signal:vibe-physics-the-ai-grad-student-88f0ce","status":"published","visuals":[],"editor":{"role":"editor","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"]},"routes":{"html":"https://newruntime.com/signals/vibe-physics-the-ai-grad-student-88f0ce/","markdown":"https://newruntime.com/signals/vibe-physics-the-ai-grad-student-88f0ce.md","json":"https://newruntime.com/signals/vibe-physics-the-ai-grad-student-88f0ce.json"},"next_reads":[{"type":"topic","path":"/topics/claude/","url":"https://newruntime.com/topics/claude/","title":"Claude","reason":"Explore the claude topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/claude.md","json_url":"https://newruntime.com/topics/claude.json"},{"type":"collection","path":"/signals/","url":"https://newruntime.com/signals/","title":"Raw Signals","reason":"Open every source-linked raw signal.","media_type":"text/html","json_url":"https://newruntime.com/signals.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"}]}