ENTITY long-horizon language agents

long-horizon language agents

PulseAugur coverage of long-horizon language agents — every cluster mentioning long-horizon language agents across labs, papers, and developer communities, ranked by signal.

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TOOL · CL_119431 · Jul 1 · 04:00

AI agents face 'world-model collapse' bottleneck in long-horizon tasks

Researchers have identified a phenomenon termed "world-model collapse" in long-horizon language agents, drawing an analogy to phase transitions like water boiling. This collapse occurs when a small change in parameters,…

AI agents face 'world-model collapse' bottleneck in long-horizon tasks