My biggest takeaway: Models are becoming components, not products. What matters now is the system around them: → runtimes
→ memory
→ tool access
→ orchestration
→ secure execution environments That is what turns a model into an agent, and an agent into something the
AI
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Models Become Components: What Turns Agents Into Systems
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Enterprise AI Strategy Must Move Beyond the Model Layer
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Most enterprise AI strategies are already behind. Not because they picked the wrong model, but because they are still thinking at the model layer. The real shift is happening one level up, where AI becomes a system that can reason, use tools, retain context, and execute work
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Using Codex AI Agent to Clone and Migrate Notion Autonomously
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Tutorial: > open codex
> /goal clone and migrate all my Notion
> go for a walk -
Capitalism’s History: Substituting Capital for Labor Through AI
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This is not a prediction; it is the history of capitalism: we have been substituting capital for labor since time immemorial. First on physical tasks (industrial revolution), then on repetitive intellectual tasks (computing), and then complex ones (AI).
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Sansei SR-02 Quadruped Robot Carries Passengers Like a Rhino
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Rhino #Robot Ride: Sansei’s SR-02 Quadrupled Beast Carries Passengers in Style
— Ronald van Loon (@Ronald_vanLoon) 4 mai 2026
by @gigadgets_#Robotics #Engineering #ArtificialIntelligence #Innovation #Technology pic.twitter.com/Vo5knWcd8aRhino #Robot Ride: Sansei’s SR-02 Quadrupled Beast Carries Passengers in Style
by @gigadgets_ #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology -
Axelera AI Voyager SDK Outperforms Hyperscaler Datacenter GPUs
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You've never heard of Axelera AI's Voyager? It's the SDK that made the Metis run in less than twelve parsecs. It's outrun hyperscaler GPUs. Not the local inference boxes, mind you. I'm talking about the big datacenter racks now. She's fast enough for you, old man…
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Proposing real-world benchmarks for medical AI models
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We need more real-world benchmarks for models. Saying that a model scored "87.4% on the MMLU AQuA-RAT" is useless for anyone who's not a researcher. How about we test for: -ER diagnosis (accuracy + time)
-Radiology reads (scan → diagnosis)
-ICU management (decisions → -
AI Tool Access Doesn’t Equal Real Organizational AI Ability
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Professional athletes train most of the time to perform when it matters. Corporate teams perform all the time and get one AI workshop called “transformation.” What worries me is how often we confuse access with ability. Giving people AI tools is not the same as building AI
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Google AI Studio SVG Generation Impresses Ahead of Google I/O
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This SVG surfaced in an AI Studio A/B test window, and it’s hard to believe it’s actually vector-generated. likely from Google’s new Flash/Pro model. So freaking hyped for Google i/o! 2 weeks to go!
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User requests to be first to receive Neuralink implant
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If you want more robots, I have the most complete list of roboticists on X: https://
x.com/scobleizer/lis
ts
… And my AI follows all them and reports the best: https://
alignednews.com/ai