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T05. Human review and approval workflows

Human-in-the-loop and approval research, including automation-induced complacency.

  1. T05-22Candidate approachSince 2025

    What You Approve Is What Executes: Consent Integrity for Black-Box LLM Agents

    Authors
    Xiaoqi Weng
    Year
    2026
    Venue
    arXiv 2026-06 1

    Korean review of T05-22

  2. T05-23Candidate approachSince 2025

    Oversight Has a Capacity: Calibrating Agent Guards to a Subjective, Fatiguing Human

    Authors
    Emre Turan
    Year
    2026
    Venue
    arXiv 2026-06 8

    Korean review of T05-23

From research to product use

Operating capabilities, pilots, and technologies in development are identified separately.

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