Stochastic sampling produces unpredictability in language agents but does not replicate the action-field coupling or behavioral profiles of structured control mechanisms across seven datasets and multiple models.
Chain-of-thought prompting elicits reasoning in large language models
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Unpredictability dissociates from structured control in language agents
Stochastic sampling produces unpredictability in language agents but does not replicate the action-field coupling or behavioral profiles of structured control mechanisms across seven datasets and multiple models.