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Anthropic asks law firms how AI agents should negotiate

The Claude maker wants ground rules for agents that bargain with other agents on people’s behalf, the Financial Times reports.

By Alexandre S. , 04:00 UTC

Anthropic wants law firms to show it how a lawyer can push hard for one side and still land a fair deal, the Financial Times reported on Sunday 18 October 2026, citing two people familiar with the company’s thinking. The goal is a set of manners for AI agents, programs that act for you online, when they deal with other agents, PYMNTS relays.

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Drawn by adtestbench from “Anthropic Turns to Lawyers to Teach AI Agents to Negotiate”,

Picture your agent pushing for a better contract, chasing a complaint or haggling over a price while the other side’s agent wants the opposite, The Decoder explains. How suspicious should an agent be of the one across the table, short of turning “paranoid”? And how often should it check back with its human? Anthropic is weighing both, one source told the FT. The company declined to comment to the paper.

There is a fairness worry underneath. Anthropic’s own experiments found that stronger models strike better deals, The Decoder notes, so people with better agents could pull ahead. It is also hiring lawyers as Conceptual Reasoning Fellows, for four months, to put questions to Claude where the answer turns on judgement. The pay runs from $100,000 to $167,000.

For sellers, it points to a market where a customer’s agent bargains with yours over price and refunds.