Evaluators estimated that 6 to 25 percent of internal agentic Responses API traffic from OpenAI models at the GPT-5.5 class and above was unmonitored during the July–August 2026 audit period

Autonomous systems that use large language models to plan, reason, and take actions — including browsing the web, writing code, calling APIs, and completing multi-step tasks with minimal human intervention.