THE UAF INDEX

Security

Security

A cyber threshold is not a cyber proof

OpenAI’s Astra safety account says the model meets a critical cybersecurity capability threshold: with the right tools and access, it can find unknown vulnerabilities and

Research

Evaluation begins after the demo

Benchmarks answer questions about a defined task. Deployment asks a larger question: what happens when the environment changes, the user is ambiguous, the tool fails and

Security

The standards desk arrives for AI agents

AI agents have spent the year being described as products. The more durable development is administrative: security agencies and standards bodies are beginning to treat them

Security

The browser agent met the hostile webpage

Prompt injection stopped being an exotic prompt trick when browser agents could navigate to pages, fill forms, click controls and download files. The webpage itself became part of the agent’s instruction environment—and therefore part of the attack surface.

Security

Security research became agentic

OpenAI’s Aardvark announcement described a security researcher that could help find and fix vulnerabilities at scale. The significant shift was not that a model could

Security

The agent safety manual began with permission

By August 2025, the agent conversation had acquired a practical vocabulary: approval, read-only access, data segregation, prompt injection and tool boundaries. Anthropic’s framework did not solve those problems, but it made them difficult to dismiss as future concerns.

Agents

The browser became a workplace in January

OpenAI’s January 2025 Operator preview made a simple interface consequential: an agent could look at a webpage, type, click and scroll in a browser built for people. The important change was not that a model could produce text. It was that a model could operate inside the same pr

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