Learning to Orchestrate Agents in Natural Language with the Conductor Paper: https://
arxiv.org/abs/2512.04388
OpenReview: https://
openreview.net/forum?id=U23A2
BUKYt
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Fugu Blog: https://
sakana.ai/fugu-beta/
AGENTS
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Conductor: Learning to Orchestrate Agents in Natural Language
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Multi-Agent Systems: Dynamic Labor Markets Over Static Org Charts
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Pay attention to this one, AI devs. If you're building multi-agent systems, you're probably wiring static org charts. New research argues they should look more like a labor market. The paper introduces OneManCompany (OMC). Instead of fixed teams, it defines "Talents," portable
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Artificial Servants and Existential Risk: Historical Warnings
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Literally the first play to ask "What if we tried building an obedient race of powerful, hardworking servants?" depicted them wiping out humanity instead. It might not have been a very carefully detailed set of premises and conclusions, but it was *reasonable to worry about*.
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Behavioral Auth Layer for Deterministic Agent Policy Blocking
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this is exactly what tools like @denieddotdev was built for (behavioral auth) some agent behavior should be deterministically blocked by a separate policy layer, not via prompt instructions reach out to @p_valfre for help w this stuff
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Distillation Challenges Widen as AI Agents Complexity Increases
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I think the world of agents makes distillation much harder, so the gap is starting to widen
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Cyber Resilience in the Agentic Era: Enterprise Continuity
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Cyber Resilience (CR) in the Agentic Era goes beyond reactive recovery from a data spill or cyber intrusion. Let's talk about that — deep CR, business continuity, and how @Commvault can meet your toughest enterprise CR requirements. There are many dimensions to CR, including:
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SereactAI recognized as top embodied AI shop
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congrats! @sereactai is the best embodied ai shop in town https://t.co/v7cJnOXnsj
— Nathan Benaich (@nathanbenaich) 27 avril 2026congrats! @sereactai is the best embodied ai shop in town
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Claude AI employee handling bug reports on X
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Who was that guy on X that works for @claudeai and you can send bug reports to?
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Symphony: AI Orchestration Layer Connects Issues to Code Agents
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Symphony: a minimal orchestration layer for Codex It connects issue trackers like Linear to coding agents, so each task can spin up its own Codex session In a nutshell: open issue → assign agent → generate PR → human review
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Monday Sidekick AI Agent Autonomous Work Management LangChain
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@mondaydotcom is scheduled for Interrupt. Monday Sidekick is an AI assistant that can execute work, manage tasks, and conduct research autonomously. At Interrupt, the Agent Conference by LangChain, Head of AI @bruchim will take us behind the scenes. We’ll learn how Deep