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SOFTWARE
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GPT Generative AI and LLM Technologies Overview
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Adaptive Block-Scaled Data Types for Efficient 4-bit LLM Quantization
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“Adaptive Block-Scaled Data Types” A lot of 4-bit LLM quantization assumes every block should use the same number format, this paper argues that’s the wrong abstraction. So they let each 16-value block choose between FP4 and scaled INT4, depending on which gives lower error. This format, IF4 (Int/Float 4), reuses the unused sign bit of the shared FP8 scale factor to store the choice, so it gets adaptivity with no extra storage overhead. This is because at 4 bits, precision is so scarce that matching the format to the local value distribution really matters. The result is lower quantization error and better performance than existing 4-bit block-scaled formats in both training and PTQ.
→ View original post on X — @askalphaxiv, 2026-04-02 06:54 UTC
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CLI for Code Deep Work, Apps for General Knowledge Tasks
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cli for deep code, app for anything else, knowledge work
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Anthropic’s hidden Tamagotchi system inside Claude Code
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4. Anthropic's "Claude Buddy" Anthropic hid a full Tamagotchi system inside Claude Code. 18 species, five stat categories (Debugging, Patience, Chaos, Wisdom, Snark), and a unique pet per developer. It was supposed to be an April Fools' surprise, but an npm leak spoiled it a
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Anthropic’s Conway: Always-On Agent Solution
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BREAKING 🚨: ANTHROPIC IS WORKING ON ITS OWN ALWAYS-ON AGENT SOLUTION CALLED CONWAY!
— 🚨 AI News | TestingCatalog (@testingcatalog) 1 avril 2026
CONWAY WILL HAVE A SEPARATE UI INSTANCE, WILL BE ABLE TO OPERATE BROWSER, CONNECTORS, CLAUDE CODE (EPITAXY?) AND COULD BE INVOKED VIA WEBHOOKS.
IT WILL ALSO SUPPORT EXTENSIONS, AN UPCOMING CNW… pic.twitter.com/PfSGlQ0DxeBREAKING : ANTHROPIC IS WORKING ON ITS OWN ALWAYS-ON AGENT SOLUTION CALLED CONWAY! CONWAY WILL HAVE A SEPARATE UI INSTANCE, WILL BE ABLE TO OPERATE BROWSER, CONNECTORS, CLAUDE CODE (EPITAXY?) AND COULD BE INVOKED VIA WEBHOOKS. IT WILL ALSO SUPPORT EXTENSIONS, AN UPCOMING CNW
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OpenAI Search Feature Now Carries Associated Costs
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You always pay for it in one way or another. We just added search from OpenAI if you use that model.
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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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Mixup: A Machine Learning Technique for Reduced Overfitting and Enhanced Robustness
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I lived for several years in Qatar, I still have very good friends there, I loved it and I often return, by plane or by car, by the way.
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DocDraft Named 4th Most Searched Legal Tech Solution in March
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This morning, @DocDraftai was named the 4th most searched legal tech solution in March. 1 spot above @harvey. Great work team and let’s keep climbing!
→ View original post on X — @yoheinakajima, 2026-04-01 20:33 UTC
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Kimi K2.5 Now Available on Poe Platform and API
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Try it out on all platforms and in the Poe API today: https://
poe.com/Kimi-K2.5-FW