New arXiv paper proposes a Belief-Guided architecture for Computer Go that separates policy from a Belief head modeling epistemic uncertainty, aiming to reduce reliance on expensive MCTS and hallucinated fatal moves on…

#ComputerGo #MCTS #EdgeAI #ConsumerHardware
https://arxiv.org/abs/2607.26946

Autonomous ML research was demonstrated on a consumer M2 Pro laptop using an FFT-based Kernel Ridge Regression solver, with the DeepSeek agent running 74 sub-sessions and recovering from failed review gates and…

#DeepSeek #AIResearch #ConsumerHardware #AgentSkills
https://arxiv.org/abs/2609.31683