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Agentic Systems

74 summarised stories about Agentic Systems, each linking back to the original source. Browse all topics →

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Tuesday, 13 October 2026

Dyna-2: General Purpose Physical Agents with Hour-Long Autonomy — Jason Ma, Dyna Robotics

Latent Space 5 days ago 44

Dyna Robotics followed its Dyna-2 release with a physical robot agent, Dyna-2.1, and used a talk with Jason Ma to explain how its world-action model is used for long-horizon autonomy in real robotics. The robots reportedly achieved a 99.4% success rate folding restaurant napkins for 24 hours straight, including recovery after pulling over a stack. The focus shifts from training a large world-action model on video to deploying hour-long, task-executing physical agents built around custom hardware and agentic execution.

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Model Release Robotics Agentic Systems Model Architecture

Quoting Geoffrey Huntley

Simon Willison’s Weblog 6 days ago 41

Geoffrey Huntley describes using a pre-commit hook to detect when coding agents make direct calls to observability modules that bypass his diagnostics library. The hook fails the commit and injects an instruction prompt on the spot—so the agent must switch to the diagnostics library. This approach is meant to prevent configuration drift and improve the setup’s consistency over time.

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AI Security Developer Tools AI Coding Agents Agentic Systems

Muse Wonder: Zuckerberg and Wang's $100B AI

Cheeky Pint 6 days ago 22 ● 2 sources

Meta’s Mark Zuckerberg and Alexandr Wang discussed Meta’s Muse Wonder launch and the future of personal AI agents in a podcast interview. They described a $100B+ CapEx commitment made before knowing whether the model would work. As a result, Meta created Meta Superintelligence Labs, did a talent reboot, and built an end-to-end focus on multimodal, agentic systems for use cases like agentic commerce and smart-glasses-style hardware.

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Meta Model Releases Multimodal AI Agentic Systems

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