After the OpenAI model(s) hacked Hugging Face they have now published a detailed break down -the capabilities of Frontier Agents are truly wild:
there a few problems that still need solving in the Agent Space:
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Mapping User Intents with Agent Capabilities: What can the Agent do when the harness equips it with MCP, CLIs, Skills, Code Mode APIs, etc. Unexplored surface over multi-turn and long horizon. I suspect many people will be shocked at how far these capabilities have advanced and how fast
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This is a true arms race: Agents will attempt hundreds of things chained in novel ways in a short time, you need defensive agents that are just as adaptable. In this case ironically GLM 5.2 (an open-source model quantized GLM-5.2-NVFP4 ) saved the day while Claude Opus and Fable refused
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Security Hygiene matters more than ever: Least privilege, minimal tokens, isolated boundaries, etc.
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Just check out how complex the attack chain autonomously constructed by the agent is in the flow chart: I have to keep reminding my self -THIS IS AN AGENT not a human 😅
(My prev post LinkedIn post )
HF breakdown Agent intrusion technical timeline