Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
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TestExplora
This repository is the official implementation of the paper “TestExplora: Benchmarking LLMs for Proactive Bug Discovery via Repository-Level Test Generation” It can be used for baseline evaluation using the prompts mentioned in the paper. TestExplora…
Microsoft Research ブログ
Systematic debugging for AI agents: Introducing the AgentRx framework
As AI agents transition from simple chatbots to autonomous systems capable of managing cloud incidents, navigating complex web interfaces, and executing multi-step API workflows, a new challenge has emerged: transparency. When a human makes a…
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Extending measure dynamics beyond generative modeling
Transport-based generative models, such as score-based diffusion and flow-matching, are a leading paradigm for learning complex data distributions. Much of the recent frontier involves extending these models beyond standard generation. In the first part of…
