Most health apps prescribe rigid plans. Bloom, an LLM-based health coaching app created by @Stanford researchers, applies evidence-based coaching methods. A promising demonstration of human-centered AI: https://
hai.stanford.edu/news/an-ai-hea
lth-coach-could-change-your-mindset
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RESEARCH
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Bloom: Stanford’s LLM-Based AI Health Coaching App
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Incentive Misalignment: Quantity Over Quality in AI Systems
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The problem is that the incentives push for "more" over "better" Paper: https://
pubsonline.informs.org/doi/full/10.12
87/orsc.2026.ed.v37.n3
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AI in Science: Quality Over Quantity in Research Systems
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Very cool analysis of the submissions to a major management journal that shows how much the system of science, built for humans, is under strain as a result of AI. AI can be used to do better science or it can be used to just do more stuff. The danger is that "more" is winning
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Accidental Medical Discoveries: Serendipity in Healthcare Innovation
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Big innovations that were discovered by mistake!
Nice summary by @Zlatimeyer Can add coronary angiography by Mason Sones to the list, and many others in medicine.
Gift link https://
wsj.com/business/us-in
ventions-mistake-discovery-8d0ff716?st=WkraPi&reflink=desktopwebshare_permalink
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Precise Video Language Model with Human-AI Oversight Framework
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Building a Precise Video Language with Human-AI Oversight
— AK (@_akhaliq) 27 avril 2026
paper: https://t.co/przLkLaUhH pic.twitter.com/yXANHZ8J31Building a Precise Language with Human-AI Oversight paper: https://
huggingface.co/papers/2604.21
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Agentic World Modeling: Foundations, Capabilities, Laws
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Agentic World Modeling Foundations, Capabilities, Laws, and Beyond paper: https://
huggingface.co/papers/2604.22
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Ineffable’s contributions to advancing intelligence knowledge
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Exciting. I’m looking forward to ineffable’s contributions to advancing our knowledge of intelligence!
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Semantic Progress Function for Video Analysis and Generation
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Video Analysis and Generation via a Semantic Progress Function
— AK (@_akhaliq) 27 avril 2026
paper: https://t.co/VKB64av2ZC pic.twitter.com/L7W42uHW2tAnalysis and Generation via a Semantic Progress Function paper: https://
huggingface.co/papers/2604.22
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Obesity’s Epigenetic Impact on Immune System Memory
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The impact oif obesity on the immune system.
Through methylation, obesity imprints memory to CD4+ (helper) T cells, which can last for many years, and promotes immune system dysregulation and inflammation. @emboreports https://
link.springer.com/article/10.103
8/s44319-026-00765-w
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Emerging AI Labs Poised for Breakthrough Innovations
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Sooner or later, one or another of these neolabs will make a breakthrough.