What is actually limiting model routers for coding tasks? Most routers treat picking a model as a static, one-off classification. This paper identifies the real bottleneck as information deficit. Simply augmenting a vanilla LLM router with task-dimension-level performance
AI
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MBench tests memory in video world models
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Can video world models truly remember what they see over time? Researchers from Tsinghua University, Tencent, and Peking University present MBench, a new benchmark that tests memory in video AI. Instead of just checking if videos look good, MBench measures whether models keep
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Intelligence at the periphery, proof at the center, authority at the human frontier
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ALPHA AGI NODE v0 Intelligence at the periphery. Proof at the center. Authority at the human frontier. http://montrealai.github.io/goalos-agialpha-ascension/agi-alpha-node-v0.html #AGIALPHA #MontrealAI
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Open source AI must confront the frontier beyond hype
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Too much hype and noise in this space I am Opensource AI Must Win through and through but I will not shy away from where the frontier is at as well because how else would Opensource AI improve?
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Ask Claude to update its commit attribution setting
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Yep, just ask Claude to update its commit attribution setting
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Tip: Use Codex to update the global agents file
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Codex tip: ask Codex to review your old PRs/sessions and update your global agents md file with your development workflow details: branch naming conventions, commit messages, attribution, test plan, and more
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Not surprised about Grok, other models more reasonable now
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Not surprised about Grok, but glad to see even other models to be much more reasonable now.
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Street View Grounding Now Available for Google’s Offline Video Models
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street view grounding now available for google’s offline video models. can’t wait till you can do “spatial RAG” to load in the right panoramas to reference – suddenly large scale real world locations become movie sets! https://t.co/AR3gLfj0p6
— Bilawal Sidhu (@bilawalsidhu) 23 juin 2026street view grounding now available for google’s offline video models. can’t wait till you can do “spatial RAG” to load in the right panoramas to reference – suddenly large scale real world locations become movie sets!
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Stanford HAI leverages LLMs for workplace social skills training
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Can we leverage AI for workplace social skills training? @StanfordHAI faculty affiliate @Diyi_Yang and her team developed a framework to help professionals improve their conflict resolution, peer counseling, and therapy skills using LLMs. https://
hai.stanford.edu/news/using-llm
s-to-improve-workplace-social-skills
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