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Limitations of Large Language Models | Ep. 3

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Manage episode 453493144 series 3615152
Kandungan disediakan oleh MITSloanCIOSymposium. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh MITSloanCIOSymposium atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.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.

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4 episod

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iconKongsi
 
Manage episode 453493144 series 3615152
Kandungan disediakan oleh MITSloanCIOSymposium. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh MITSloanCIOSymposium atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.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

4 episod

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