Summary of recent automated theorem proving efforts by DeepMind Thang Luong Since the AlphaProof+AlphaGeometry silver medal at IMO 2024, frontier theorem proving has transitioned from search in formal tactic space into search in natural language using reasoning LLMs with outer loop

paper notes: QED-Nano: Teaching a Tiny Model to Prove Hard Theorems Jasper Dekoninck Lewis Tunstall Yuxiao Qu Ian Wu Introduces a 4B theorem-proving model competitive with much larger models on IMO-ProofBench (e.g. with GPT-OSS-120B). When provided with test-time outer loop

tetsuo.cpp (no slop) Instead of living with fear and existential dread, programmers need to get on with building. Live life, learn new things, grow into your full potential and don't look back.

paper notes: Numina-Lean-Agent: An Open and General Agentic Reasoning System for Formal Mathematics Simple idea: Use Claude Code for theorem proving. When given the right tools, Opus 4.5 generates formal proofs to all 12 problems on Putnam 2025. In an interactive mode, it also

finally some good ahh experiment tracker GoodSeed Internaional

paper notes: Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture (I-JEPA) Quentin Duval Ishan Misra Piotr Bojanowski Yann LeCun For context, self-supervised learning in vision typically follows one of: 1. Invariance-based methods: Encoder is optimized to

Here's the prompt to make Claude Code play StarCraft sounds when it needs your attention: ``` Set up Claude Code hooks to play StarCraft sounds. Here's what I want: Download these two sound files and save them to ~/.claude/sounds/: static.wikia.nocookie.net/starcraft/imag… →

Can't believe it is true but the biggest blockers in Cursor / Claude Code + VS Code right now are: CC + VS Code: alt+tab sometimes de-focuses the chat input field Cursor: scrolling state in chats is somehow global, so if you scroll up in one chat and switch to another one,

Is an elevator more likely to get stuck when going up or when going down?

NeurIPS ACs reading this

Leanstral by Mistral AI is now available in OpenProver! openprover theorem.md --model=leanstral