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, the move from a traditional data warehouse to Data Mesh feels less like an evolution and more like an identity crisis. One day, everything works (maybe “works” is a stretch, but everybody knows the lay of the land) The next day, a new CDO arrives with exciting news: “We’reContinue Reading

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The Irrational Decision: How We Gave Computers the Power to Choose for Us Benjamin RechtPRINCETON UNIVERSITY PRESS, 2026 If you ask Benjamin Recht, author of The Irrational Decision: How We Gave Computers the Power to Choose for Us, he’d likely tell you our current predicament has a lot to doContinue Reading

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tl;dr: We built an agent skill that teaches coding agents how to write production CUDA kernels. Then we pointed Claude and Codex at two real targets: a diffusers pipeline and a transformers model. The agents produced working kernels for both, with correct PyTorch bindings and benchmarks, end to end. WritingContinue Reading

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At a glance Imitation learning becomes easier when an AI agent understands why an action is taken. Predictive Inverse Dynamics Models (PIDMs) predict plausible future states, clarifying the direction of behavior during imitation learning. Even imperfect predictions reduce ambiguity, making it clearer which action makes sense in the moment. This makes PIDMs far more data‑efficient than traditional approaches. Imitation learning teaches AIContinue Reading

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The creator economy is evolving fast, and ad revenue alone isn’t cutting it anymore. YouTubers are launching product lines, acquiring startups, and building actual business empires. In fact, MrBeast’s company bought fintech startup Step, and his chocolate business is out-earning his media arm. This isn’t just one creator’s strategy. ForContinue Reading

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Gradio 6 quietly shipped a very powerful feature: gr.HTML now supports custom templates, scoped CSS, and JavaScript interactivity. Which means you can build pretty much any web component — and Claude (or any other frontier LLM) can generate the whole thing in one shot: frontend, backend, and state management, allContinue Reading