Anthropic consults law firms to set fair negotiation norms before AI agents start cutting deals
Anthropic is consulting law firms on fair negotiation norms before AI agents bargain for users.
According to the Financial Times, Anthropic is consulting law firms on fair negotiation norms for AI agents that could haggle over prices, resolve complaints, or improve contract offers. Experiments already showed stronger models negotiate better deals, which Anthropic says could widen inequality. The company is hiring Conceptual Reasoning Fellows, specifically lawyers, for four-month roles paying $100,000 to $167,000 to test Claude on judgment-heavy questions in law, philosophy, and related fields. Researcher Justin Curl says legal quality is notoriously hard to define, so experts must build evaluations where answers are rarely clear-cut.
- Anthropic is consulting law firms on fair norms for agent negotiations.
- Experiments found stronger models secured better deals, raising inequality concerns.
- Lawyer fellows will test Claude for four months at $100,000 to $167,000.
- Legal and humanities quality is hard to define, so experts must build evaluations.
Full article226 words · extracted from the-decoder.com · click to collapse
Anthropic is figuring out how AI agents could negotiate on behalf of users. According to the Financial Times, the company is consulting with law firms to develop fair negotiation norms for AI agents that would haggle over prices, resolve complaints, or improve contract offers. Anthropic has already shown in experiments that stronger models negotiate better deals, which could widen societal inequality.
This isn't new territory. Anthropic is already hiring Conceptual Reasoning Fellows, specifically lawyers. The fellows will spend four months testing Claude on judgment-heavy questions in law, philosophy, cognitive science, economics, and political science for $100,000 to $167,000.
The push traces back to a data problem. In math and code, improving AI models is relatively easy because verifiable data is plentiful or easy to generate. In the humanities, that data doesn't exist, partly because right and wrong answers are rarely clear-cut. Anthropic needs experts who can build test cases and evaluations to make Claude stronger in these areas. Justin Curl, a member of technical staff researching law, institutions, and AI at Anthropic, argues that in law it's "notoriously hard to define quality."
AI News Without the Hype – Curated by Humans
Subscribe to THE DECODER for ad-free reading, a weekly AI newsletter, our exclusive "AI Radar" frontier report six times a year, full archive access, and access to our comment section.
Text extracted automatically; images, tables and formatting may be missing. Original: https://the-decoder.com/anthropic-consults-law-firms-to-set-fair-negotiation-norms-before-ai-agents-start-cutting-deals/