New @NEJM For persistent atrial fibrillation, first-line pulsed field ablation (PFA) superior to medical therapy (AAD) in a randomized trial for preventing recurrent atrial arrhythmias @omwazni https://
nejm.org/doi/full/10.10
56/NEJMoa2600929?query=featured_home
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RESEARCH
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Pulsed Field Ablation Outperforms Medical Therapy for Atrial Fibrillation
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AI Predictions: The Stata Center in Year 2500
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What does AI think the Stata Center will look like in the year 2500? ChatGPT, Meta AI, & Grok chimed in.
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DeepSeek V4 Pro: Undertrained with less intelligence density than V3.2
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DeepSeek V4 Pro, for how massive it is (1.6T Parameters), is quite undertrained (32T Tokens) Yes, undertrained It has less intelligence density than that of V3.2 which is like 1/3rd of its size
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HF Platform Becomes Hub for AI Agent Collaboration
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We built HF for AI builders collaboration, fun to see it's increasingly becoming the place for agent collaboration! This morning I'm sending my ml-intern to participate in the @OpenAI Parameter Golf challenge which goal is to train the best language model that fits in a 16MB
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Mirror Neurons and AI Understanding: Examining the Neuroscience Claim
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I just learned that "AI cannot understand things and cannot feel pain, because it does not have mirror neurons"
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Academic Society Prohibits AI Reviews Despite Evidence for Mandatory Use
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The most prominent academic society in my field (the Academy of Management) prohibits AI use in reviews, when the evidence suggests it should be mandatory to run AI reviews (with human discretion, of course). https://
elliottash.com/wp-content/upl
oads/2026/04/Kohler-Zollikofer-Einsiedler-Hoyle-Ash-Read-Paper-Write-Code-Agentic-Reproduction-Social-Science-Results.pdf
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AI Agents Reconstructing Academic Papers Independently
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I think that academia has not absorbed the fact that AI agents are now good enough to independently reconstruct complex papers without access to code or the papers themselves; just the methods & data. They aren’t perfect but the errors are often in the human paper, not the AI.
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Game Theory Study Proves AI Layoffs Harm Economy
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Researchers just mathematically proved AI layoffs will destroy the economy. Using game theory, two economists from UPenn and Boston University mathematically proved something uncomfortable. Every company replacing staff with AI is also firing its own customers. Laid-off
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Anthropic IP Theft Accusations and AI Training Ethics Concerns
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With all due respect: But even Anthropic has been accused of IP theft, and ultimately, AI's knowledge as a whole is based on the knowledge of others. I'm aware that foreign models are trained using distillation. But theft is, at the very least, problematic in the overall context.
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Academia Needs External Oversight to Combat Institutional Decline
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Academia is crucial to the survival of our civilization, but without effective external oversight and pruning, it evidently succumbs to the corrupting forces of entropy, declining peer quality and self serving ideology.