SMTL slashes reasoning steps by 70%
Agentic search efficiency just got a massive upgrade with SMTL.
updates
Certified Circuits drop stability guarantees
New research proves mechanistic circuits can be robust against dataset perturbations.
Optimizing RLHF and llamafile 0.9.2
RLHFless slashes RLHF costs with serverless computing, and llamafile 0.9.2 introduces LocalScore for local benchmarking.
Memory, Safety, and DNS Fixes
SideQuest cuts KV cache usage by 65%, and MBT tries to stop reasoning models from melting down.
Transformers v5 shakes up local AI
Hugging Face drops Transformers v5 with major API changes and breaking updates.
Scaling up, benchmarks, and Blackwell support
U-Mem agents and OpenAI's Postgres scaling are the big stories this week.