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cover of episode 892: We’re In The AI “Trough of Disillusionment” (and that’s Great!)

892: We’re In The AI “Trough of Disillusionment” (and that’s Great!)

2025/5/30
logo of podcast Super Data Science: ML & AI Podcast with Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn
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Jon Krohn: 我发现目前许多企业在实施人工智能，特别是生成式AI时遇到了实际困难，这与我们之前听到的关于AI的大肆宣传形成了鲜明对比。财富500强企业的高管们越来越感到沮丧和失望，他们抱怨投入了大量资金却未能获得预期的回报。数据显示，越来越多的公司正在放弃其生成式AI项目。虽然消费者对AI的接受度很高，但企业很难将这种热情转化为实际的业务转型。企业在AI应用方面面临诸多挑战，包括数据孤岛、技术人才短缺以及品牌声誉风险等。尽管超大规模企业正在大力投资AI基础设施，但AI带来的实际业务增长可能并不如预期。我认为，我们正处于Gartner炒作周期的“幻灭低谷”阶段，但这是一个机遇，那些坚持寻找AI实际应用、解决集成挑战并有效管理风险的企业，将会变得更强大。

Deep Dive

Chapters
This chapter explores the current state of AI, focusing on the growing frustration among Fortune 500 executives regarding AI implementation and the contrast between consumer enthusiasm and corporate struggles. It introduces Gartner's "trough of disillusionment" as a key concept.
  • Fortune 500 executives express frustration with AI implementation.
  • 42% of companies are abandoning generative AI projects.
  • Consumers are embracing Gen AI, while businesses struggle with implementation.

Shownotes Transcript

Businesses have entered a “trough of disillusionment” for AI. In this Five-Minute Friday, Jon Krohn learns why Fortune 500 execs are so frustrated with the tools and how they can work their way up the “slope of enlightenment” towards effective AI. Hear why AI takeup hasn’t so far gone to plan in the corporate world and what that world needs from AI to encourage greater business engagement. 

Additional materials: ⁠⁠⁠www.superdatascience.com/892⁠⁠⁠)

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