Exactly the inverse-scaling point. The weak model gained most because the harness patched gaps it couldn't fix on its own. Cheaper to evolve the runtime than to scale the model, and you keep the smaller footprint at inference.
LLMS
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Anthropic : désactivation de Fable 5 et Mythos 5 pour étrangers et action en justice
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En une semaine de juin, deux événements se sont produits qui semblent sans lien mais racontent en réalité la même histoire : Le Département du Commerce a forcé Anthropic à désactiver Fable 5 et Mythos 5 pour tout ressortissant étranger, tandis que le DOJ est allé en justice au
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HarnessAudit Framework Audits LLM Agent Safety Beyond Correct Answers
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Are your LLM agents really safe even when they return the correct answer? Researchers from UCSB, UC Berkeley, Stanford, UW-Madison, and Microsoft Research introduce HarnessAudit—a framework that audits full execution trajectories for boundary compliance, resource access, and
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Kimi K2.7 Release Advances Long Context Reasoning and LLM Efficiency
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Kimi K2.7 Release: Advancing Long Context Reasoning and LLM Efficiency! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux
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Roadmap to Becoming an LLM Engineer in 2026
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The Roadmap to Becoming an LLM Engineer in 2026! @kdnuggets #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding
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A Coding Implementation on Spatial Graph Neural Networks for Urban Function Inference
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A Coding Implementation on Spatial Graph Neural Networks for Urban Function Inference Using CityGraph, OSMnx, and PyTorch Geometric! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #GeoSpatial #Mathematics #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java
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NVIDIA Blackwell Leads on Agentic AI Infrastructure
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NVIDIA Blackwell Leads on Agentic AI Infrastructure! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding
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Claude Mythos suggests better research directions 64% of the time
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The most interesting result in Anthropic's latest paper isn't the 8x increase in code output.
It's this:
Claude Mythos Preview suggested a better research direction than humans 64% of the time.
We're moving beyond AI that writes code.
We're approaching AI that helps decide