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Liquid AI released a new local mixture-of-experts model, emphasizing Agent reasoning and tool calling. The model leads Qwen in some Agent tests but performs more weakly in programming tests.
Underdog released Saluki Qwen3.8-27B based on 27B, using approximately 2-bit quantization to compress the model to 7.89GB. Its self-reported tool-calling performance was higher than the original's, but its code-fixing and complex-reasoning performance was slightly weaker.
Microsoft announces Windows its “hybrid intelligence” initiative, proposing to enable Copilot to read local files and perform computer operations after authorization, and to complete tasks by combining local and cloud models.MXC The security sandbox is now available, while the related Copilot capabilities will gradually roll out to Copilot+ PC。
PANews reported that Vitalik shared an experiment involving a personalized health recommendation system using a local model, zkAPI, and Tor to protect privacy, and said that the system had run successfully.
Conway Research launches Mac-local AI assistant Underdog, connecting email and calendars;a16z has confirmed that it led its seed financing.
X account @gakonst posted: “anyone built an always on assistant that runs locally on your mac for correcting head/body pose with apple's on device stuff? especially around shoulder/back/head position? i've kicked off a job for this but if anyone else has something good plz reach out”
