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How to Manage the Insane Volatility of AI Projects

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Manage episode 442811975 series 2946379
内容由Ricardo Viana Vargas提供。所有播客内容(包括剧集、图形和播客描述)均由 Ricardo Viana Vargas 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, Ricardo discusses the volatility of AI projects. He explains that AI projects face volatility due to rapid technological advancements, constant changes in API connections, and their experimental nature. Regulatory and ethical considerations evolve daily, creating uncertainty about legal and public perceptions. Talent shortages compound the challenge, with expertise in high demand and high turnover rates. To manage this volatility, Ricardo suggests adopting agile methods, allowing for flexibility and faster iteration; investing in robust data management to handle large amounts of data and ensure quality; and finally, building multidisciplinary teams that can adapt to evolving AI technologies and collaborate across technical and non-technical areas for long-term success.

Listen to the podcast to learn more.

  continue reading

702集单集

Artwork
icon分享
 
Manage episode 442811975 series 2946379
内容由Ricardo Viana Vargas提供。所有播客内容(包括剧集、图形和播客描述)均由 Ricardo Viana Vargas 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, Ricardo discusses the volatility of AI projects. He explains that AI projects face volatility due to rapid technological advancements, constant changes in API connections, and their experimental nature. Regulatory and ethical considerations evolve daily, creating uncertainty about legal and public perceptions. Talent shortages compound the challenge, with expertise in high demand and high turnover rates. To manage this volatility, Ricardo suggests adopting agile methods, allowing for flexibility and faster iteration; investing in robust data management to handle large amounts of data and ensure quality; and finally, building multidisciplinary teams that can adapt to evolving AI technologies and collaborate across technical and non-technical areas for long-term success.

Listen to the podcast to learn more.

  continue reading

702集单集

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