We had a similar experience—got strange emails from an engine company’s sales team claiming we were breaching ToS and pushing us to switch to an industrial license. They provided no evidence, and we confirmed we were compliant after reviewing the ToS multiple times. After we
SOFTWARE
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Google Gemini 2.5 Pro Dominates AI Coding Benchmarks
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Google vient de sortir ce qui pourrait être le meilleur modèle d’IA pour coder de toute l’histoire.
— VISION IA (@vision_ia) 10 mai 2025
Gemini 2.5 Pro I/O explose des démos réputées impossibles pour une IA.
Je l’ai testé. Résultat : bluffant. Un saut de capacité que personne ne semble encore avoir mesuré.
Vous… pic.twitter.com/ougxQCiZByGoogle vient de sortir ce qui pourrait être le meilleur modèle d’IA pour coder de toute l’histoire. Gemini 2.5 Pro I/O explose des démos réputées impossibles pour une IA. Je l’ai testé. Résultat : bluffant. Un saut de capacité que personne ne semble encore avoir mesuré. Vous
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Model Achieves 100% Fraud Detection Rate Beyond Stripe
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just coded up a model that gets even higher fraud detection rate than stripe's transformer (97->100%). AMA
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Software as Irreducible Invariance: Spirit in Physical and Biological Systems
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The pre-scientific term for software that is self organizing and self perpetuating (autopoietic) and thereby shapes and animates physics into biology is ‘spirit’. It exists (= is implemented) on many levels. Software is an irreducible invariance in reality
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Software as Causal Pattern in Biological Systems
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I‘ve come around to seeing software as the core causal pattern in biology. The software of biological systems not only controls its substrate but also homogenizes it sufficiently to allow the application of the same causal patterns over large regions of the physical domain
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Remote Server Integration Plans for AI Infrastructure
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Might you guys be shipping a remote server soon? Would love to integrate that
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GenAI Adoption: From 98% Use to Real ROI Strategy
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By 2028, 1B+ apps will be built using GenAI.
Yet today, 98% of enterprises use AI – but only 25% see full ROI. The gap? It’s not the tech – it’s the strategy. Hybrid infrastructure, connected data, and automation are key to scaling real value. Want to go deeper? Tune into -
PyMuPdf drops figures; keeping images requires switching to VLM
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Just PyMuPdf! So figures are dropped, a good direction for improvement would be to keep images, but then we'd need to switch to a VLM instead of LLM.
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Multimodal AI team releases YouTube video understanding feature
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Congrats to @AniBaddepudi @AntoineYang2 @MarioLucic_ @jalayrac + the rest of the MM team on this! And in AI Studio and the API, you can paste a YouTube link and test this very quickly : ) Learn more:
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8K Real-time Edge AI Inference with YOLOv8 Tile Processing
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Rethinking high-res inference: Instead of downscaling, we split the 8K feed into hundreds of tiles—real-time, on the edge, with YOLOv8l on Metis. It’s about detail and performance, not one or the other. #EdgeAI #8K #YOLOv8 #AIInference #ComputerVisionhttps://t.co/rlsdRN4CQW… pic.twitter.com/mFWIx2wyl2
— Axelera AI (@AxeleraAI) 9 mai 2025Rethinking high-res inference: Instead of downscaling, we split the 8K feed into hundreds of tiles—real-time, on the edge, with YOLOv8l on Metis. It’s about detail and performance, not one or the other. #EdgeAI #8K #YOLOv8 #AIInference #ComputerVision https://
eu1.hubs.ly/H0jZfmb0