cover of episode Intelligence in the Age of AI with new CTO of the CIA

Intelligence in the Age of AI with new CTO of the CIA

2024/3/11
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Nand Mulchandani: 人工智能技术正在深刻地改变情报工作,既带来了机遇也带来了挑战。AI可以用于身份伪造,但同时也能用于检测伪造。分析人员需要重新思考AI时代的工作方式,而不是仅仅关注AI如何自动化现有任务。AI不会改变情报领域攻防之间的基本平衡,但会提高效率。当前的AI模型擅长处理训练数据中已有的问题,但对于超出训练数据范围的问题,其可靠性难以保证。在分析能力和行动方面,情报工作不能容忍不确定性和不可解释性。中央情报局正在积极探索和应用AI技术,但不会盲目采用。政府应该大力投资AI人才和技术,并与私营部门建立伙伴关系。市场对AI技术的需求会推动其发展。 Martin Casado: (观点补充和问题引导) Derrick Harris: (观点补充和问题引导)

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Artificial intelligence has taken the world by storm. But despite the hype around personalized avatars or podcast language translation, artificial intelligence is not only impacting the creative spheres; in fact it’s hard to find an industry that isn’t being touched by this technology – and defense of our country is far from excluded.

In this episode, originally recorded in the heart of Washington DC this January during a16z’s American Dynamism Summit, a16z General Partner Martin Casado and a16z enterprise editor, Derrick Harris are joined by the first-ever CTO of the CIA, Nand Mulchandani.

In this wide-ranging conversation, they discuss the evolving relationship between analysts and AI, how governments can keep up with this exponential technology, and finally, how it’s impacting both offense and defense.  

This episode is essential listening for anyone interested in the intersection of technology, national security, and policy-making in the age of artificial intelligence. Stay tuned for more exclusive conversations from a16z's second annual American Dynamism Summit in Washington DC.

 

Topics Covered:

00:00 - Intelligence in the Age of AI

02:28 - Rethinking Jobs and AI's Asymmetric Power

05:00 - The History of AI in the Intelligence Community

07:00 - Operational Utilization of AI

10:40 - Analytic Capabilities and Uncertainty

12:56 - AI's 'Hallucination' Concerns

16:37 - Analyst Skill Sets and AI Tools

26:29 - Supply Chain and Open Source

31:35 - Public-Private Partnerships

41:33 - Government as a Customer and Partner in Tech

42:43 - Policy, Technology, and Regulation

 

Resources

Learn more about AD Summit 2024: www.a16z.com/adsummit)

Watch all of the stage talks at AD Summit 2024: https://www.youtube.com/playlist?list=PLM4u6XbiXf5pAKmk1AeZ9964KGScf4lHM)

Read the CIA’s announcement around the new CTO role: https://www.cia.gov/stories/story/cia-names-first-chief-technology-officer/)

Find Nand Mulchandani on Twitter: https://twitter.com/nandmulchandani)

Find Martin on Twitter: https://twitter.com/martin_casado)

Find Derrick on Twitter: https://twitter.com/derrickharris)

 

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Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures.