OpenAI 的 Greg 讨论从对话式 AI 到主动代理的演变，这些代理能代表你完成任务，最终界面将消失。
OpenAI's Greg discusses the evolution from conversational AI to proactive agents that accomplish tasks on your behalf, with the interface eventually disappearing.
要点 · TL;DR
AI 代理将从应用演变为隐形、主动的助手，自主实现用户目标。 AI agents will evolve from apps to invisible, proactive assistants that autonomously achieve user goals.
算力仍是稀缺资源，需求将远超供给。 Compute remains the scarce resource; demand will far outstrip supply.
AI 在医疗领域将成为标准，赋能患者并改善结果。 AI in healthcare will become standard, empowering patients and improving outcomes.
核心观点 · Key points
最终目标是打造一个持续、主动协助用户达成目标的 AGI（通用人工智能）。 The ultimate goal is AGI that acts as a persistent, proactive assistant achieving user goals.
AI 智能体将通过自主执行日程安排和研究等任务来变革工作方式。 AI agents will transform work by autonomously executing tasks like scheduling and research.
缩放定律持续有效；尽管数十年间屡有预测，但尚未触及天花板。 Scaling laws continue to hold; no wall in sight despite decades of predictions.
算力仍将是稀缺资源；需求将远超供给。 Compute will remain the scarce resource; demand will far outstrip supply.
AI 在医疗领域的应用将成为常态，赋能患者并改善疗效。 AI in healthcare will become standard, empowering patients and improving outcomes.
反共识 · Contrarian takes
理想的 AI 界面几乎是无界面——只需与一个持续存在的实体进行自然对话。 The ideal AI interface is almost no interface—just natural conversation with a persistent entity.
智能并非单一维度；领域专长需要实践和专业化。 Intelligence is not one-dimensional; domain expertise requires practice and specialization.
智能的价格将持续下降，但前沿模型始终享有溢价。 Price cuts for intelligence will continue, but frontier models will always command premium.
模型并非商品化；更智能的模型能带来变革性的科学突破。 Models are not commoditized; smarter models unlock transformative scientific breakthroughs.
对 AI 智能体的信任必须通过逐步授权和监督来赢得。 Trust with AI agents must be earned through gradual delegation and oversight.
本期章节 · Chapters（共 15）
超级应用 vs AGI 愿景Super app vs AGI vision
从对话到行动From conversation to action
智能体 AI 与信任Agentic AI and Trust
早期尝试与 Codex 应用Early Attempts and the Codex App
ChatGPT 作为操作系统ChatGPT as an Operating System
AI 作为个人智能与智能体时代AI as personal intelligence and agentic era
语音交互与自然对话Voice Interaction and Natural Conversation
差异化与算力稀缺Differentiation and Compute Scarcity
算力投资与商业可行性Compute Investment and Business Viability
价格战与市场动态Price War and Market Dynamics
模型商品化与微软竞争Model Commoditization and Competition with Microsoft