Agent Data Protocol (ADP): The Unified Standard Revolutionizing AI Agent Training

  Agent Data Protocol (ADP): The Revolutionary Solution Unifying AI Agent Training Data Core Question This Article Addresses How can we solve the fundamental problem of fragmented, inconsistently formatted AI agent training data? How does the ADP protocol integrate scattered training data from different formats into scalable training resources through a standardized representation language? The Data Dilemma in Complex Tasks In the AI large language model era, the pre-training phase benefits from abundant internet-scale data, but the post-training phase faces entirely different challenges. High-quality task-specific data requires careful curation, and agent application scenarios are particularly difficult because models must execute …