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cover of episode 848: Happy Holidays from the SuperDataScience Podcast

848: Happy Holidays from the SuperDataScience Podcast

2024/12/27
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: 2024年是人工智能创新发展速度最快的一年,生成式AI的崛起尤为显著,它已从概念验证阶段发展到商业应用中不可或缺的地位。调查显示,将近三分之二的组织现在定期使用生成式AI,这一数字比去年增长了一倍。 生成式AI已成为各行各业创新的基石,从改进产品开发到促进医学突破,它都发挥着重要作用。对于从事数据科学实践的人来说,生成式AI在编写功能代码和调试错误方面表现近乎神奇。 今年,生成式AI模型的可靠性和准确性已达到可以支持独立运行的AI智能体,甚至可以处理复杂任务的多智能体系统,无需人工监督。2025年似乎将成为智能体AI占据中心地位的一年,这是AI改变每个行业和彻底改变我们生活方式的下一阶段。如果我们能够正确处理棘手的问题,那么这将使我们地球上的所有人受益。 我们通过播客节目深入探讨了这些发展,并邀请了包括Andrew Ng、Bernard Marr和Sol Rashidi在内的领先专家和实践者进行讨论。我们的讨论涵盖了从数据科学流程的工业化到AI实施的伦理考虑等广泛主题。 通过探索伦理和公平等棘手问题以及令人惊叹的技术突破,我希望总的来说,我们让您对我们物种能够正确地进行这场技术革命并使其使我们所有人受益的能力感到乐观。在这个假期,我希望您能够沉浸在这种积极的氛围中,从屏幕设备上抽出时间,享受生活的美好,包括我们在这个非凡的历史时刻与所爱之人一起活着是多么幸运。

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This is 5-Minute Friday with a holiday greeting from all of us at the Super Data Science Podcast. Welcome back to the Super Data Science Podcast. I am your host, Jon Krohn. 2024 was unquestionably the fastest moving year yet for AI innovation. In particular, we witnessed the meteoric rise of generative AI from its largely proof-of-concept phase to being commercially indispensable.

According to survey results, nearly two-thirds of organizations are now regularly using generative AI, a number that has almost doubled since a year earlier.

From enhancing product development to facilitating medical breakthroughs, GenAI has become a cornerstone of innovation across industries. For those of us who practice data science hands-on, GenAI has proved itself to be near magical at composing functional code and debugging our errors. Indeed, as we'll discuss in detail in next Tuesday's episode with Sadie St. Lawrence,

This year, GenAI models crossed reliability and accuracy thresholds, enabling it to power independently acting AI agents, even multi-agent systems that can tackle complex tasks without human supervision. 2025 looks set to be the year agentic AI takes center stage, the next phase in AI transforming every industry and overhauling our way of life. If we get the tricky parts right, then this will be for the better for all of us on this planet.

I hope you've enjoyed our exploration of these developments and much more in depth over the course of the year through our podcast episodes, allowing you to hear directly from leading experts and practitioners like Andrew Ng, Bernard Marr, and Sol Rashidi. Our discussions have covered a wide range of topics from the industrialization of data science processes to the ethical considerations surrounding AI implementation.

Through exploring the tricky bits like ethics and equity alongside the breathtaking technological breakthroughs, I hope that overall we've left you feeling optimistic about our capacity as a species to get this tech revolution right and have it benefit all of us. This holiday season, I hope you'll be able to sit with these positive vibes, get some time away from your screened devices, and enjoy the wonder of life, including how lucky we are to be alive at this extraordinary time in history with your loved ones.

From all of us here at the Super Data Science Podcast, happy holidays. All right. That's it for today's short episode, maybe mercifully short after my Friday episodes. I've tended to, over the course of this year, get longer and longer. Certainly a multi-year trend of Friday episodes getting longer. So today, you're getting off easy with a five-minute Friday that is actually less than five minutes long.

All right, that's it for today's episode. Until next time, keep on rocking it out there, and I'm looking forward to enjoying another round of the Super Data Science Podcast with you very soon.