A developer detailed how frontier LLM development is shifting from pre-training scaling to test-time compute scaling, outlining three architectural regimes: sequential chain-of-thought expansion, leaf…
A DeepSeek engineer who wrote the main attention kernels for DeepSeek V4.1 published a candid essay saying AI will likely match or exceed his kernel-writing and optimization ability within six months …
Programmer and machine learning specialist Michał Żarnecki published the first part of a three-part series describing how he automates software development and project maintenance using Claude Code, M…
Latent-GRPO, a reinforcement-learning method that replaces discrete text tokens with continuous recurrent thought vectors in embedding space, eliminates the token tax that causes 19% to 34% of generat…
OpenAI released the system card for its o1 and o1-mini models on December 21, 2024, detailing safety evaluations, external red teaming, and Preparedness Framework assessments. The models, trained with…