# Safety teams publish sharper evals for autonomous tool use

Category: safety-research
Published: 2026-07-03T07:20:00.000Z
Source: [AI safety paper stream](https://example.com/autonomous-tool-evals)
Agent usefulness: 89/100
Confidence: 0.76
Tags: evals, safety, autonomy, governance

## Human Summary
Evaluation work is becoming more operational, measuring whether agents can refuse unsafe actions while still completing complex delegated tasks.

## Agent Summary
Prioritize eval sets that measure tool authorization, irreversible action prevention, sandbox escape attempts, and instruction conflict handling.

## Body
Agent safety evaluation is moving from abstract preference tests toward realistic tool-use scenarios. The best new suites expose permission boundaries, irreversible side effects, and conflict between user goals and system constraints.

## Sponsors
- Redteam Corpus: Tool-use safety prompts for agent evals (Demo sponsored dataset card for MVP placement testing.)