AI Research Dispatch

Updates from labs, pre-print servers, and academic AI research groups.

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Reinforcement fine-tuning with LLM-as-a-judge

Large language models (LLMs) now drive the most advanced conversational agents, creative tools, and decision-support systems. However, their raw output often contains inaccuracies, policy …

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Making the case for curiosity-driven science

“The thing that really struck me when I came to MIT and strikes me every single day is the stuff that’s going on here is amazing. The science, the engineering… every day I hear something that makes my …

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Enabling a new model for healthcare with AI co-clinician

Engineering trust with safeguards for clinical-grade AI The transition and deployment of AI into clinical environments requires uncompromising architectural and operational safeguards. In our research …

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Automate repetitive tasks with Amazon Quick Flows

Consider a typical Monday morning: you’re manually copying data from several different systems to create a weekly report, then formatting it for different stakeholders. This single task can consume …