"Helios: Real Real-Time Long Generation Model" More video gen techniques shared by ByteDance Seed! They show you can get minute-scale and temporally stable video generation in real time by training a 14B autoregressive diffusion model to expect and correct its own
LLMS
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AI and LLM Implementation: From Toy to Essential Tool
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From a shiny new toy to an essential tool. Let’s discuss AI and the implementation of LLMs in the latest episode of Dev in the Details, featuring Dev Rishi and Ben Scharfstein 👉 go.rbrk.co/cewc0t
→ View original post on X — @predibase, 2026-03-09 17:54 UTC
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SIPDO: AI that auto-discovers and fixes its own instruction errors
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What if your AI could automatically hunt for its own mistakes and fix its instructions in a continuous loop? Researchers from UIUC, HKUST, USF, and http://
Starc.Institute introduce SIPDO to do exactly that. Instead of relying on a fixed set of data, SIPDO uses a feedback loop -
Opus 4.6 AI Model and Code Maintenance Prediction
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it’s not a bullish take. i am taking credit for predicting that code maintenance would be a problem. (I do think opus 4.6 is legit better)
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LangSmith Launches Multi-Modal Support for Evaluators
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We just launched multi-modal support for evaluators in LangSmith! You can now pass attachments and base64 multi-modal content directly into evaluators with flexible mapping, allowing you to measure quality, safety, and performance across the full interaction end to end. Docs:
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Claude Opus 4.6 Outperforms GPT 5.4 in User Adoption
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C’est incroyable ! La totalité de mon entourage est passé à Claude Opus 4.6 Tout le monde a quitté ChatGPT C’est un peu injuste parce que GPT 5.4 est vraiment bon… Mais Claude est meilleur quand même
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Honey I Tiled the Tensors: Tensor Optimization in AI
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Honey, I Tiled the Tensors https://
buff.ly/BuWCbBD
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
AI Autonomous Task Duration Growing From Seconds to Hours
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Ce graphique devrait faire réfléchir tout le monde.
— VISION IA (@vision_ia) 9 mars 2026
Il montre la durée des tâches que l'IA est capable de réaliser de manière autonome.
En 2020, GPT-3 savait écrire un email. Quelques secondes de travail.
En 2026, l'IA gère des tâches de plusieurs heures. Recherche, analyse,… https://t.co/Q9OyeFee1B pic.twitter.com/KJB4nqtMTSCe graphique devrait faire réfléchir tout le monde.
Il montre la durée des tâches que l'IA est capable de réaliser de manière autonome.
En 2020, GPT-3 savait écrire un email. Quelques secondes de travail.
En 2026, l'IA gère des tâches de plusieurs heures. Recherche, analyse, -

Scaling Agent Memory for Long-Horizon Tasks Research
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New research on scaling agent memory for long-horizon tasks.
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Claude AI Revolutionizes Internet Capabilities: Planning, Automation, and Task Solving
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BREAKING : Claude vient de révolutionner la moitié d'internet. Il peut maintenant planifier des projets, automatiser des workflows, rédiger des rapports et résoudre des tâches complexes comme un COO à 500€/h (gratuitement). Voici 12 prompts Claude pour accomplir des mois de
