# AI Evaluator Forum Releases AEF-1 Standard for Third-Party AI Evaluations

> According to Latent Space, the AI Evaluator Forum has published AEF-1, establishing a baseline standard for independent third-party AI evaluations as frontier labs face growing calls for external oversight.

- **Topic**: Industry
- **Published**: 2026-09-17T14:15:25.026Z
- **Read Time**: 1 min read
- **Canonical URL**: https://highsignal.sh/stories/ai-evaluator-forum-releases-aef-1-standard-for-third-party-ai-evaluations-ce072439

## Why It Matters

Third-party evaluation standards aim to address whether outside auditors can genuinely assess safety and alignment practices independently from frontier AI labs.

## Key Findings & Analysis

### AEF-1 Baseline and Embedded Evaluators

The AI Evaluator Forum published AEF-1 to set baseline expectations covering access, conflicts of interest, funding relationships, recusal, and transparency. Alongside this framework, Anthropic committed to hosting embedded third-party evaluators such as METR, promising internal-style access including office desks, access badges, and company laptops to verify safety adherence and examine training pipelines.

### Industry Split Over Pacing and Governance

The release of the standard comes amid sharp disagreement across the industry over pacing progress versus control-first safety. Former Google DeepMind researcher Bilal Chughtai warned that progress may be outrunning alignment and advocated for pacing and transparency, while Cohere's Aidan Gomez argued against allowing a small group of Silicon Valley companies to become AI gatekeepers for governments.

## Primary Sources & Citations

- [[AINews] AEF-1 standard emerges for Third Party Evaluators, as Xai, OpenAI, and Anthropic all cosign](https://www.latent.space/p/ainews-aef-1-standard-emerges-for) — *Latent Space* (Reporting)

---

[← Back to front page](https://highsignal.sh/) | [Daily Brief](https://highsignal.sh/brief) | [All stories](https://highsignal.sh/latest)