📄 中文摘要
三年前，我构建了一个“人工智能自动化”系统，用于发送天气更新邮件。这个系统每三天就会出现故障，有一次甚至出现了错误的温度数据。然而，随着时间的推移，人工智能技术经历了显著的变化，从最初的炒作逐渐转变为实用工具。本文探讨了这一转变过程中的五个关键变化，包括技术的成熟度、应用场景的多样化、用户体验的改善、行业的接受度以及对社会的影响。这些变化不仅提升了人工智能的可靠性，也使其在日常生活和工作中变得更加有用。
我目睹了人工智能从炒作到实用的转变——五个令人难以置信的变化
出处: I Watched AI Go from Hype to Helpful — 5 Shifts That Feel Unreal
发布: 2026年2月11日
📄 English Summary
I Watched AI Go from Hype to Helpful — 5 Shifts That Feel Unreal
Three years ago, I developed an 'AI automation' that sent me weather updates via email. It malfunctioned every third day and even hallucinated temperatures once. However, over time, AI technology has undergone significant transformations, shifting from hype to practical utility. This article explores five key shifts in this transition, including the maturity of technology, diversification of application scenarios, improvement in user experience, increased industry acceptance, and societal impact. These changes have not only enhanced the reliability of AI but also made it more useful in daily life and work.