PPIO姚欣：AI正在进入自主行动与创造时代 智能体需要全新操作系统

Core Insights - The industry is entering the true era of Agentic AI, transitioning from answering questions to autonomous execution and creation, which is reshaping the underlying logic of the entire AI technology stack [1] - The complexity of agent architecture is increasing exponentially, requiring higher demands on the underlying framework for each component, including task planning, tool invocation, and long-term memory [1] Company Insights - PPIO's co-founder and CEO, Yao Xin, emphasizes that operating systems are the core middleware in any technological era, indicating a shift in AI applications from mere question-answering tools to task-completing assistants [1] - The need for a new infrastructure, termed the "Agent era operating system," is highlighted as essential for supporting the capabilities of future AI applications [1] Industry Trends - At the recent Quantum Bit MEET 2026 Smart Future Conference, Yao Xin shared insights on the evolution of agents and Agent Infra, predicting that agents will become the mainstay of future AI applications [1] - The future trend points towards achieving a high degree of integration between model capabilities, tool capabilities, and execution capabilities through a new Runtime system in the AI era [1]