5 stories that day · 1 model · 1 open source · 1 research · 1 trending · 1 GitHub trending
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ModelTop story
Decision models give a short, structured answer that software can act on, instead of text. Microsoft says its new one was the fastest and most accurate in its tests. It is out now in Microsoft Foundry and OpenRouter.
Microsoft · Original source (opens in a new tab)
Open source
Microsoft Execution Containers runs an AI agent, or just the code and tools it uses, inside a sandbox on Windows, macOS or Linux. Developers list the files and network addresses it may reach; MXC blocks the rest.
Microsoft · Original source (opens in a new tab)
Research
Routing splits work between language models; doing it for every token (word piece) can be cheaper and better but is hard to serve. TokenRouter handles 2 to 64 times more output per second than existing systems.
Trending
A guide to building your own decision model (opens the original source in a new tab)Nish Tahir shows how to make a language model pick one of a fixed set of answers in a single pass, then tune its confidence to match how often it is right. A GitHub repo has the scripts to try it.
451 points on Hacker News
Nish Tahir · Original source (opens in a new tab)
GitHub
rea (opens the original source in a new tab)REA connects an AI agent to tools for taking apart native programs, JavaScript and Electron apps, .NET code and websites, so it can explain how a feature works without the source code.
morluto / rea25,585 stars today102,302 total starsTypeScriptas of 11 Oct
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