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RESEARCH
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Deep Learning Book for Physics Research Promoted on Twitter
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AI Progress Accelerates Unevenly Across Key Components
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AI is progressing rapidly along some of its principal components and barely along others.
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How Simplified Mental Models Enable Understanding
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We all walk around with an absurdly simplified version of the world in our heads. What's amazing is that it works at all.
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Great AI Breakthroughs Raise Baseline But Linear Overall
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Certain guests, especially a few greats clustered together, keeps raising the baseline. But still very linear if you zoom out.
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OpenAI Releases Free Healthcare ChatGPT-5.4 for Clinicians
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Interesting, OpenAI just released a free healthcare version of ChatGPT-5.4 for clinicians that beat specialty-matched physicians with unlimited time + web access on a benchmark of real & hard clinical tasks. Caveat: the benchmark was designed by OpenAI, though it is fully open.
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DataFlex: Dynamic Data Optimization for LLM Training
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What if you could supercharge LLM training by dynamically optimizing the data, not just the model? Researchers from Peking University, Shanghai AI Lab, & the LLaMA-Factory team present DataFlex. It's a unified framework that smartly selects, mixes, and re-weights training data
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OpenAI, Anthropic, ThoughtWorks define harness for agent engineering
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If you're not the model, you're the harness. OpenAI, Anthropic, and ThoughtWorks have each landed on very different answers for what a harness should look like, and the gap between their approaches says a lot about where agent engineering is heading. Here's a full breakdown.
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China’s Future Technology: German Perspective on Innovation
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Day Three in China: Future Technology for the World I'm on my third day in China and, as a German, I'd like to share my completely subjective but neutral perspective and impressions with you, without any preconceptions. After getting a good overview of the situation in China on
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Rewarding LLM Uncertainty Reduces Hallucinations
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New @Nature To reduce LLM hallucinations they should be rewarded for admitting uncertainty
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Many-Shot Prompting: When More Examples Actually Help
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Many-shot prompting can take ICL further, but adding more examples doesn’t always help. We break down what actually works, where it helps, and where it doesn’t based on real experiments. Get the details in our blog