预测分析迈向智能体 AI 时代
原标题：Bringing predictive analytics to the agentic AI era
AI 摘要
MIT Technology Review 发布由 Insights 定制内容团队制作的赞助内容，探讨企业 AI 从预测分析转向自主决策的趋势。文章引用 Everest Group 合伙人 Vishal Gupta 的观点，指出企业已不满足于回顾式分析，希望借助深度学习和生成式 AI 实现前瞻性决策，实时训练让 AI 持续演进，数据来源也扩展到非结构化交互数据。文章同时附带两篇编辑内容摘要，分别讨论 AI 递归自我改进可能不会很快到来，以及今夏 AI 炒作需保持警惕。
正文节选
Sponsored In association withTP In 2026, the question for enterprise AI is no longer whether predictive models can outperform statistical forecasts—that argument is settled. The big question now is how to enable predictive systems to act on their own conclusions without drifting from business intent. The frontier has moved from prediction to autonomous decision making, and the gap between leaders and laggards is widening accordingly. “Enterprises are done with a backward-looking point of view; t