According to DeepLearning.AI, Meta’s Muse agent isolates tools in Linux containers, keeps credentials from models, and adds a gatekeeper to block risky calls.

According to DeepLearningAI, Andrew Ng argues the Hugging Face breach was due to weak sandboxing and monitoring, not runaway agents.

According to @emollick, large agent groups in Claude Projects self organize smoothly as a Fable coordinator routes messages between agents.

According to @godofprompt, a prompt flags documentation lines an AI agent should no longer follow, enabling automated policy and spec drift detection.

According to @godofprompt, a Codex prompt fixes slow Astra caused by AGENTS.md, suggesting a one-time optimization to improve agent runtime.

According to @godofprompt, a 6-step Astra setup parallelizes tasks, adds QA, and defines done criteria to scale from 1 chatbot to 20 agent workflows.

According to @krea_ai, Krea Agents launch with workflow expertise, a context manager, and self-improving memory for creative teams.

According to Ethan Mollick, success with Codex agents requires steering long runs and interim reporting to manage progress and outcomes.

According to OpenAI, 250+ staff used new cyber models to find and fix vulnerabilities and released a Defense Factory playbook and architecture.

According to @godofprompt, OpenAI’s GPT6 Astra guide urges action bias, subagents, and cleaner skills to avoid GPT5-era pitfalls.

According to drfeifei, World Labs shows Atlas running in real time, enabling faster agent actions and multimodal workflows for enterprise use cases.

According to @sama, OpenAI says a next gen model solved a Navier Stokes Millennium Problem via agent collaboration, per OpenAI’s X post.

According to emollick, METR’s long-horizon metric may be saturated as studies report 18+ weeks of agent work from Fable in harnesses.

According to @krea_ai, Krea agents automate end to end creative tasks and accelerate media generation with interface driven controls, per Krea video.

According to God of Prompt, Sam Altman details GPT-6 Astra use cases, automation tips, and next steps for OpenAI in a one-hour walkthrough video.

According to AIatMeta, Muse Spark 1.3 Max launches on Muse Code and Meta Model API with stronger coding and agentic performance, per Alexandr Wang.

According to @emollick, Astra autonomously spawns research and critique agents to deliver ill-defined Blender tasks, signaling action-oriented AI.

According to gdb, OpenAI unveiled GPT-6 Astra with faster multimodal inference and context upgrades, signaling new real-time agent use cases.

According to krea_ai, Krea launches creative agents beta, offering autonomous design and media workflows with early access via comments and retweets.

According to God of Prompt, Grok docs warn bots are not a security boundary as a GitHub scanner targets agents with filesystem and browser access.