Anthropic is paying the firm that will evaluate it, and says in the same announcement that this is not how it should work.

Anthropic's Embedded Evaluation Plan with Accenture

Overview

Anthropic has announced a partnership with Accenture, naming them as the first embedded evaluator of its frontier models. This move comes after Anthropic's commitment to invest at least $1 billion over five years in this initiative. The company aims to establish standards for what evaluators can access and report, currently lacking in the industry.

Key Points:

  • Evaluator Selection: Accenture, already a significant deployer of Claude Code Anthropic, will embed evaluators to red-team models, perform alignment assessments, and test safeguards.
  • Funding Model: Anthropic will directly fund Accenture's work, arguing that long-term funding should come from pooled or government sources. This is in line with their policy framework published in June.
  • Nonprofit Involvement: Anthropic is also in discussions with nonprofits like METR to pilot embedded evaluation, indicating a two-track approach alongside the commercial relationship with Accenture.
  • Collaboration: The partnership builds on existing ties between Anthropic and Accenture, including joint business groups, Claude training for professionals, and co-development of offerings for regulated industries.

Context and Impact:

The announcement highlights the challenges and opportunities in AI evaluation. While Anthropic presents Accenture's enterprise deployment experience as a qualification, the success of this initiative may depend on the critical findings generated by these embedded evaluators.

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