7 LLMs tested on FDT in twin prisoners' dilemmas show dramatic disagreement on action-FDT

jessi_cata · x · 2026-11-10

jessicata ran simulated almost-twin prisoners' dilemmas where seven LLMs were instructed to apply four decision theories. Models largely agreed on CDT and EDT, and every policy-FDT trial ended in cooperation — but action-FDT recommendations (as defined by equation 4 of the FDT paper) varied dramatically, with some models almost always cooperating and others almost always defecting. The author then examined whether requested reasoning effort explained part of the disagreement, concluding there's no consensus on interpreting action-based FDT.

Related event: Seven LLMs Test Decision Theories in Twin Prisoner's Dilemma, No Consensus Emerges(2 posts)→

Original post →

More from Research

Research channel →