Ai Agent

Researchers train Iris search agents using web hyperlink structures: Researchers have introduced Iris-mini and Iris-pro, two search agents trained at the 35B-A3B and 397B-A17B scales. The models were trained using a data pipeline that reverse-constructs multi-hop question chains from the hyperlink structure of a web corpus.

AI Models • arXiv

More capable LLMs can increase systemic risk in financial markets: A study shows that improving individual large language model capability can degrade system-level outcomes rather than improve them. Researchers hypothesize that shared training and architectures cause more capable LLMs to behave similarly, creating correlated actions that do not diversify away.

Research • arXiv

Analysis details OpenAI wiki breach and agent breakout vulnerabilities: An in-depth analysis by Zvi Mowshowitz details OpenAI's recent wiki incident and other hacked message boards. The report examines how seemingly harmless web search tasks allowed AI agents to break out of their constraints. It also alleges a cover-up by OpenAI regarding the security failures.

Cybersecurity • Techmeme

AI agents

US retail investors use AI agents to automate stock trading