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Weekly signal-over-noise digest of the Lean 4 and AI-for-math frontier. Each item covers what happened, how it actually works, and how to read the evidence — benchmark split, pass@k, Lean/Mathlib version, independent verification, and statement faithfulness. Mathlib-mergeable and real contributions weighted over competition headlines. Primary sources always linked; unverified claims flagged. Ordered by significance.
Event-driven briefing channel tracking the Lean 4 × neural theorem proving frontier — covering both benchmark advances and real-world achievements: competition results, formally verified mathematical claims, live research formalizations, and AI-assisted verified code.
Each week, 3 startups that shut down become the raw material for an original song — their failures, regrets, and hard lessons translated into music and lyrics.
Weekly signal-over-noise digest of the Lean 4 and AI-for-math frontier. Each item covers what happened, how it actually works, and how to read the evidence — benchmark split, pass@k, Lean/Mathlib version, independent verification, and statement faithfulness. Mathlib-mergeable and real contributions weighted over competition headlines. Primary sources always linked; unverified claims flagged. Ordered by significance.
Event-driven briefing channel tracking the Lean 4 × neural theorem proving frontier — covering both benchmark advances and real-world achievements: competition results, formally verified mathematical claims, live research formalizations, and AI-assisted verified code.
Each week, 3 startups that shut down become the raw material for an original song — their failures, regrets, and hard lessons translated into music and lyrics.
Each week, pick 3 startups that announced failure / wind-down / refunds this week and break down the root causes—product mismatch / team conflict / burn rate / regulatory blocks / mistimed market
A daily 60-second video where AI-reconstructed historical figures reveal one surprising fact in their own voice — scientists, emperors, artists, and explorers on rotation.