We recently partnered with @harvey on BigLaw Bench: Research, evaluating how well models handle real end-to-end case law research, identifying the right authorities, applying legal reasoning, and delivering answers you can actually use. It also shows where things still break and
RESEARCH
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Skill Retrieval Augmentation for Agentic AI Systems
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// Skill Retrieval Augmentation for Agentic AI // Great read for AI devs. (bookmark it) It's on finding efficient ways to incorporate skills for agents. The work introduces Skill Retrieval Augmentation (SRA) and SRA-Bench: 26,262 skills, 636 gold skills, 5,400
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Harvard Neuroscientist Launches Large Memory Model for Proactive AI Agents
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Gabriel Kreiman closed his Harvard lab to build this.
— Charly Wargnier (@DataChaz) 28 avril 2026
20 years of Neuroscience Research.
160+ publications.
This Large Memory Model (LMM) enables proactive memory and allows Agents to automatically surface vital context, without explicit prompting 👀pic.twitter.com/Qpu1PmV1MN https://t.co/YQ67SaKSs4Gabriel Kreiman closed his Harvard lab to build this. 20 years of Neuroscience Research. 160+ publications. This Large Memory Model (LMM) enables proactive memory and allows Agents to automatically surface vital context, without explicit prompting
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AI World Extends Far Beyond Large Language Models
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Yes. But not in LLMs. The AI world is a lot bigger than just LLMs.
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Agent Thoughts as Retrieval Signal for Context Preservation
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Agent thoughts as retrieval signal makes so much sense in hindsight, query alone always loses the conversation context.
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GPU-Poor Labs Drive AI Innovation Through Constraints
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Constraints really are doing the inventing now, all the interesting attention work is coming from GPU-poor labs.
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AGI Timeline Delayed: Unexplained Factors Extend Arrival
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For some reason I can't explain, AGI will now take longer to arrive.
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Anthropic’s Problematic Ransomware Approach Without Ransom
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Only Anthropic does ransomware without the ransom part.
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Types of LLMs in AI Agents: A Comprehensive Overview
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Types of #LLMs in #AIAgents by @ingliguori #GenerativeAI #ArtificialIntelligence #MachineLearning #ML
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AI State Assessment from Musk v. OpenAI Trial Jurors
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The state of AI, as captured by the jurors in the Musk v. OpenAI trial: