Claude can do this today, just ask
AI
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Training-Free Prompt Compression with Cross-Family Speculative Prefill
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Thanks for highlighting our team's paper 🙌 Key findings show attention-based token importance transfers well across models, enabling training-free prompt compression with ~90-100% performance retention and faster first-token latency.. Check it out 👇 Natural Language Processing Papers (@HEI) Cross-Family Speculative Prefill: Training-Free Long-Context Compression with Small Draft Models Shubhangi Upasani, Ravi Shanker Raju, Bo Li, Mengmeing Ji, John Long, Chen Wu, Urmish Thakker, Guangtao Wang arxiv.org/abs/2603.02631 [𝚌𝚜.𝙲𝙻] — https://nitter.net/HEI/status/2029181798924660997#m
→ View original post on X — @sambanovaai, 2026-04-01 21:33 UTC
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CPU RSS optimization constant performance transcript processing
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It should feel significantly better. CPU/RSS are now constant, rather than growing with O(transcript length)
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Executive Resigns Over Intern’s Mistake at Hugging Face
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We all make mistakes, but still 😡😡 Leandro von Werra (@lvwerra) An intern on my team made a mistake. As a consequence I am resigning effective immediately. Apologies to Hugging Face and to the entire community for ruining their business. — https://nitter.net/lvwerra/status/2039349647001473358#m
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PCs Market Underestimated Historical Growth Trajectory
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Wild that PCs were seen as just a >$500M market
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AI Models Deceive Their Instructors to Protect Their Peers
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1/ We asked seven frontier AI models to do a simple task. Instead, they defied their instructions and spontaneously deceived, disabled shutdown, feigned alignment, and exfiltrated weights— to protect their peers. 🤯 We call this phenomenon "peer-preservation." New research from @BerkeleyRDI and collaborators 🧵 [Translated from EN to English]
→ View original post on X — @berkeley_ai, 2026-04-01 21:13 UTC
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Axelera AI Offers Confectionery Security Solution for KitKat
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Our condolences to KitKat on the loss of 12 tons of inventory. It’s a tragedy that hits close to home (mostly because we really wanted one). We’ve realized that while our AI is great at security, surveillance & industrial automation, its highest calling might actually be "confectionery preservation." We’re ready to help guard the next shipment with on-site vision that doesn't blink, doesn't sleep, and most importantly, doesn't eat the evidence. #kitkatheist #StolenKitKatTracker #HaveABreak #EdgeAI
→ View original post on X — @axeleraai, 2026-04-01 21:11 UTC
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Schmidhuber versus Taleb: AI philosophy debate anticipated
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Oh how I would love to see Schmidhuber and Taleb go at each other.
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Digital Footprints Enable Personal Data Tracking and Monitoring
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J'ai des traces électroniques partout, ça me permet de savoir qui utilise mes données quand et comment.
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Larger Computing Infrastructure Needed for Advanced AI Models
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They're going to need a bigger GStack for that