Active inference for context acquisition by agents
An article published on August 22, 2026 models how interactive agents choose between acting on assumptions and seeking context, accounting for the costs of those choices.
Published on August 22, 2026, the article examines how interactive agents choose between acting on assumptions and spending resources to obtain context through clarification questions, retrieval, and other actions. It represents these decisions as active inference over a latent task state and includes costs in the objective.
The proposed framework helps engineers assess when an agent should seek more context rather than act on uncertain assumptions. To check the details, consult the original article and verify how it defines the task state, available actions, and costs included in the objective.