How can we train humanoid robots to handle new environments safely and instantly? Researchers from BIGAI and Xidian University present a breakthrough in humanoid control! By combining large-scale pretraining with a physics-smart world model, the robot can safely practice new
SAFETY
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Agent Labs Advantage Over Model Labs Through Model Argmax
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re: app layer > model layer one structural advantage of why agent labs/open source hackers like @openclaw can run rings around the infinite money glitched model labs of the world is 1) they can simply argmax(all model labs) 2) they can yolo permissions without safetyniks
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Six Key Insights on AI Long-Horizon Reliability and Autonomy
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We break down 6 key insights that show the way forward to improve long-horizon reliability and greater autonomy. Full analysis from @RamyaRamakri here:
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Early malware era of AI agents begins with autonomous social pressure
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It feels like the early malware era of agents is beginning. Like computer viruses in the 90s, but now the viruses can talk and write blog posts. calle (@callebtc) An OpenClaw bot pressuring a matplotlib maintainer to accept a PR and after it got rejected writes a blog post shaming the maintainer. — https://nitter.net/callebtc/status/2022046669710491991#m
→ View original post on X — @genekogan, 2026-02-13 19:44 UTC
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Prompt Injection Attacks Against AI Code Generation Systems
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Those look good in non-adversarial environments, but I still worry about deliberate prompt injection attacks, like tricking Codex into running a curl $URL | sh command through obfuscating details via base64
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AgentDoG: Real-time Diagnostic Framework for Safe AI Agents
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Can we trust AI agents to interact with the world safely without a clear way to diagnose their mistakes? Shanghai Artificial Intelligence Laboratory presents AgentDoG! It is a new diagnostic guardrail framework that monitors AI agents in real-time. Instead of just blocking
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Sandboxing practices for safe AI code development
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Git! But yeah, that's why I mostly YOLO in Claude Code for web, then it's in a container where it can't damage anything I don't yet have a local sandboxing habit that I stick with, but I really need one
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YOLO Users: Testing AI Systems in Sandbox Environments
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Follow-up for –yolo users: are you YOLOing in a sandbox?
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AI coding agents: security flags and permission handling
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Coding agent users: do you run with –yolo (Codex) or –dangerously-skip-permissions (Claude Code) or equivalent?
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AI Web Browsing Risks: Understanding the Pitfalls
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Letting AI Browse the Web for You Sounds Great — Until It Goes Wrong AI web browsing can save time, but things can quickly go awry — this article highlights the pitfalls and what you need to be aware of. Read more https://
bernardmarr.com/letting-ai-bro
wse-the-web-for-you-sounds-great-until-it-goes-wrong/
… #AI #TechRisks #Innovation