#agentic AI

A new paper accepted at ICML 2026's AI4GOOD Workshop audits the three most popular agentic AI frameworks - LangChain, AutoGPT, and the OpenAI Agents SDK - and finds zero native compliance with basic structural safety and containment principles.

Hackers bypassed Instagram's account security not by wielding AI as a weapon, but by simply asking Meta's AI support bot to do their dirty work - a sobering reminder that the threat landscape extends well beyond elite hacking models like Anthropic's Claude Mythos Preview.

A new paper introduces CHARM, an architectural framework that formalizes "cascading hallucination" as a distinct failure mode in multi-step agentic RAG systems and provides four interlocking components to detect and interrupt error propagation before it reaches the final output.