When robots start building for worlds beyond our own. @GITAI_HQ has just demonstrated something remarkable:
two autonomous robots cooperatively assembling a 5-meter tower — a foundational step toward future off-world habitats on the Moon or Mars. What makes this so significant
AGENTS
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Autonomous Robots Demonstrate Cooperative Assembly for Off-World Construction
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Boardyai disruptive to company building ecosystem, bias unknown
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Pay attention to @boardyai — I don't yet know how it is biased, but it certainly is disruptive on the ecosystem of building companies.
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AI21 Maestro: Orchestration Platform for Reliable AI Workflows
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AI21 Maestro is @AI21Labs' orchestration platform for building reliable end-to-end AI workflows.
— AI21 Labs (@AI21Labs) 8 décembre 2025
It combines multi-step planning, automatic compute scaling, built-in validation, proprietary RAG, and execution graphs/scorecards to keep AI agents accurate and transparent in… pic.twitter.com/otJIYDOI4VAI21 Maestro is @AI21Labs
' orchestration platform for building reliable end-to-end AI workflows. It combines multi-step planning, automatic compute scaling, built-in validation, proprietary RAG, and execution graphs/scorecards to keep AI agents accurate and transparent in -
Praise for Cloud-Based Agentic Coding RL Setup
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awesome talk, btw! the cloud-based agentic coding RL setup is super cool.
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Engineering Emergent Personalities in LLM Reward Optimization
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There is definitely work going into engineering the "you" simulation – the personality that gets all the rewards in verifiable problems, or all the upvotes from users/judge LLMs, or mimics the responses of SFT, and there is an emergent composite personality from that. My point is
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NeurIPS Workshop: Foundation Models Meet Embodied Agents Challenge
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Don't miss our NeurIPS workshop this Sunday – in about an hour! Come join us and see the winning teams present their solutions. Event: Foundation Models Meet Embodied Agents Challenge
Dec. 7th, 11:00 AM – 1:45 PM PST
Mezzanine Room 15AB, Convention Center We look forward to -
BEHAVIOR: Open-Source Benchmark for Embodied AI and Robotics
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As a reminder, BEHAVIOR is an open-source benchmark, designed to enable and evaluate embodied AI and robotics solutions. It includes everyday household tasks grounded in human needs.
— Fei-Fei Li (@drfeifei) 7 décembre 2025
See the challenge description here: https://t.co/z7YMv9Ih2q (2/N) pic.twitter.com/WyOkYqfPDYAs a reminder, BEHAVIOR is an open-source benchmark, designed to enable and evaluate embodied AI and robotics solutions. It includes everyday household tasks grounded in human needs. See the challenge description here: https://
x.com/drfeifei/statu
s/1962971299246178664
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BEHAVIOR Challenge Results Show Strong Robotic Learning Progress
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How do we measure the rapid progress of robotic learning and embodied AI research? The 1st BEHAVIOR challenge results are out! And we're to see such strong performance on 50 challenging household tasks. Congrats to the winning teams!
Robot Learning Collective
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Recurrent Net Approach with State for Adaptive Agents
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True, @AdaptiveAgents run a similar argument by me yesterday. Thanks. It would be good to try a recurrent net approach ( https://
arxiv.org/abs/2402.19427 or https://
arxiv.org/abs/2312.00752 ) with state. What do you think @caglarml @_albertgu ? Have you tested it? -
Narrator Role in AI Conversation Design Based on Graziano’s Work
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Thanks, David. I like your attempt at fixing it. It reminded me of something @serkancabi and I tried a while back inspired by the awareness work of Michael Graziano, In addition to Bot and User, we added another party in the discussion: the Narrator. The Narrator generates a