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Anthropic consults law firms on AI agent negotiations

Anthropic is discussing negotiation rules with law firms and has hired lawyers as Conceptual Reasoning Fellows, while it tries to improve Claude’s performance on judgement-heavy subjects where data is scarce.

THE-DECODER

Anthropic was working on how AI agents could act for users in negotiations. The Financial Times said it was speaking with law firms about norms for agents that might deal with prices, complaints and contract terms.

The company had also hired Conceptual Reasoning Fellows, including lawyers. The four-month posts paid between $100,000 and $167,000 and were meant to test Claude on judgement-heavy questions in law, philosophy, cognitive science, economics and political science.

Anthropic said the need came from a data problem. It said improving models was easier in maths and code than in the humanities because reliable training data was scarce, and Justin Curl said quality was hard to define in law.

Named in this story

People

Justin Curl
said it was hard to define quality in law

Companies

Anthropic
was discussing negotiation norms and hiring researchers for Claude

Organisations

Conceptual Reasoning Fellows
was Anthropic's four-month fellowship scheme for testing Claude

Products and systems

Claude
was the model Anthropic wanted to test on judgement-heavy tasks

How the source tells it

Mostly measured, but it introduced a speculative warning about inequality and a moral frame around fair negotiation.

  • speculation presented as fact a company experiment is used to support a broader claim about social inequality without showing that effect
  • moral framing the story casts the work in terms of fair rules and unequal outcomes