Pretrained

OpenAI releases their long awaited browser Atlas, Pytorch releases their distributed computation framework Monarch, the SALT reinforcement learning addition to GRPO, the HAL benchmark for agent evaluation, and trying to adapt the kv cache for text diffusion models.

Further reading:
https://openai.com/index/introducing-chatgpt-atlas/
https://pytorch.org/blog/introducing-pytorch-monarch/
https://arxiv.org/pdf/2510.20022
https://arxiv.org/abs/2510.11977
https://arxiv.org/abs/2510.14973

What is Pretrained?

10 years after studying at Stanford, two friends have somehow become AI experts. One builds startups, the other studies at Cambridge - together they break down LLMs and machine learning with zero BS and maximum banter.