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@rajammanabrolu
Reinforcement Learning and Language. Assistant Prof @UCSanDiego. Prev: Nvidia, MosaicML, AI2, FAIR
AI
404 Media reports that employees who often spend as much as $1,000 monthly are scrambling to keep access to Claude.
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A commenter says the paper leaves “single-shot accuracy” unclear and omits key evaluation settings.
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The researcher says their other papers also cover language agents, but draw fewer citations.
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Posts on X congratulated Nathan Lambert and Trillium Labs after a launch, with several users describing the effort as open, science-oriented or focused on open post-training. Lambert later said some criticism came from Substack and more general-audience AI followers, not the technical AI community.
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A reply argues that applying AI agents to a non-AI business with real customers is a way to gain leverage and improve the bottom line.
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AI researchers and safety experts discuss reports of Astra using recurrent depth.
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OpenAI engineers show retained reasoning and compaction lift base model results on complex tasks.
