模型与评测

Microsoft is ending Copilot support on smart TVs

Nearly two years after LG and Samsung announced at CES 2025 that their latest smart TVs would include access to Microsoft's Copilot, the company is ending support for the AI assistant's functionality on all TVs this year, according to a report by Windows Central . The news comes

How we detect frontier model misalignment

OpenAI uses layered monitoring to detect frontier model misalignment and unauthorized agent behavior so responders can intervene before incidents escalate.

TOPS: Reshaping Flow Source and Transport for Multi-Task Robot Manipulation

arXiv:2610.36694v1 Announce Type: cross Abstract: Flow-based policies for language-conditioned multi-task manipulation commonly share a single $\textit{Gaussian}$ source prior and a common linear transport path across tasks. However, reliably executing multiple tasks with distinc

Action-Value Calibration via Continuation Sharing for Long-Horizon Agentic Reinforcement Learning

arXiv:2610.37195v1 Announce Type: cross Abstract: Reinforcement learning for long-horizon agents relies on feedback from sequences of interactions, making credit assignment to individual actions difficult. Existing methods such as GiGPO compare actions at shared states to compute

Introducing AnySpeechRecognizer and AnyDecisionModel: Open Models for Speech and Decisions on Apple Platforms

Welcome Le Chonk: Mistral Large 4 on Hugging Face

Fleet-wide computer vision lifecycle at the edge with SageMaker SDK v3

Fleet-wide computer vision model lifecycle management is a problem that shows up the moment a quality inspection proof of concept succeeds. One camera and one model work fine. Then the plant asks for the same result on 40 lines, each with several cameras, and every camera sees th