Agentlab

1 article

An advanced AI agent navigating a complex digital environment, facing a shadowy, adaptive threat that highlights its vulnerabilities.

The State of Long-Horizon AI Agents: Benchmarks & Vulnerabilities

AgentLAB, the first benchmark of its kind, reveals that even advanced LLM agents are highly susceptible to adaptive, long-horizon attacks, exposing a critical vulnerability in their design.

Sophie Laurent·July 1, 2026