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Limitations of Large Language Models | Ep. 3

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内容由MITSloanCIOSymposium提供。所有播客内容(包括剧集、图形和播客描述)均由 MITSloanCIOSymposium 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

In this episode, Allan Tate and Irving Wladawsky-Berger explore the evolving implications and limitations of large language models (LLMs) in AI. Irving highlights that, while LLMs show remarkable capabilities, they also face significant limitations, particularly in understanding context, reasoning, and maintaining accuracy in complex applications. The discussion addresses the need for business leaders to recognize both the opportunities and constraints of LLMs, as well as the importance of integrating these insights to leverage AI responsibly within organizations.

Save the Date:
The next MIT Sloan CIO Symposium will take place on May 20, 2025, with a special VIP pre-event on May 19.

Join Our Online Community:
Dive deeper into these topics by joining the MIT Sloan CIO Symposium online community. Access exclusive content, live events, and discussions with IT practitioners and innovators shaping the future of technology.

  continue reading

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Manage episode 453493144 series 3615152
内容由MITSloanCIOSymposium提供。所有播客内容(包括剧集、图形和播客描述)均由 MITSloanCIOSymposium 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

In this episode, Allan Tate and Irving Wladawsky-Berger explore the evolving implications and limitations of large language models (LLMs) in AI. Irving highlights that, while LLMs show remarkable capabilities, they also face significant limitations, particularly in understanding context, reasoning, and maintaining accuracy in complex applications. The discussion addresses the need for business leaders to recognize both the opportunities and constraints of LLMs, as well as the importance of integrating these insights to leverage AI responsibly within organizations.

Save the Date:
The next MIT Sloan CIO Symposium will take place on May 20, 2025, with a special VIP pre-event on May 19.

Join Our Online Community:
Dive deeper into these topics by joining the MIT Sloan CIO Symposium online community. Access exclusive content, live events, and discussions with IT practitioners and innovators shaping the future of technology.

  continue reading

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