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#artificial intelligence Preprint Aug 2026

Eureka: Task-Conditioned Meta-Agent Orchestration for Scientific Discovery

The results suggest that scientific-agent capability depends not only on the base model but on whether an architecture can be formed to match the task's cognitive structure, as well as establishing results on regret, planning invalidation, amortization, subtree interfaces, serializability, and verification.

A. Wong, Heng Cui, Yi Tan et al. · 0 citations