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