DeepSeek-V3.1
PulseAugur coverage of DeepSeek-V3.1 — every cluster mentioning DeepSeek-V3.1 across labs, papers, and developer communities, ranked by signal.
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LLMs show significant gender bias in medical triage, study finds
A new audit called EQUITRIAGE evaluated five large language models for gender bias in emergency department triage, finding that all models exhibited bias above a 5% threshold. DeepSeek-V3.1 and Gemini-3-Flash showed sig…
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LLMs struggle to detect culturally specific health misinformation on YouTube
Two new research papers explore the limitations of Large Language Models (LLMs) in detecting culturally specific health misinformation, particularly concerning the promotion of cow urine as a remedy on YouTube in India.…
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Most AI models fail simple 'car wash' reasoning test, Opper finds
A new benchmark called the "Car Wash Test" reveals that many leading AI models struggle with basic reasoning. When asked whether to walk or drive 50 meters to a car wash, 42 out of 53 tested models incorrectly suggested…
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Thinking Machines launches Tinker, simplifying LLM fine-tuning for researchers
Thinking Machines has launched Tinker, a platform designed to simplify the process of fine-tuning language models for researchers and developers. The tool offers abstractions for writing experiments and managing distrib…