🔗 pivotech.substack.com/p/from-executo…

I really enjoyed watching Sabalenka and Emma play.

Just found this repo that nearly answers my question about coordinating Gemini cli and Claude. Nice!

Thinking Machines tldr: LLM inference nondeterminism isn't just floating-point non-associativity or GPU concurrent execution, the core culprit is batching variance, where server load unpredictably alters numerics. Batch-invariant kernels unlock true reproducibility, finally making RL "on-policy"

🧩 Thinking Machines’s mission is to make AI models predictable instead of inconsistent. For example, ask ChatGPT the same question a few times over, and you’re likely to get a wide range of answers. This has largely been accepted in the AI community as a fact — today’s AI

Today I appreciate the value of working transportation infrastructure

Ooh I’m excited

Memory as a first class citizen in an agentic system🤔