2604.01768 The Initiation-Completeness Tradeoff in Profile-Conditioned Task Decomposition Is an Artifact of Parameter Coupling
Generic LLM task decomposition ignores user traits that determine whether a plan can be started and finished. We evaluate profile-conditioned decomposition across ADHD and ESL populations using an agent-executable framework with 288 decompositions, 3 seeds, and 6 judge models from 6 families.