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cover of episode Finding a Single Source of AI Truth With Marty Chavez From Sixth Street

Finding a Single Source of AI Truth With Marty Chavez From Sixth Street

2024/5/22
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Marty Chavez: 本人职业生涯致力于构建金融、科学、工业领域的数字孪生模型，利用计算技术解决生命科学问题，并应用于金融领域风险管理。他认为，高保真度的模型可以进行反事实分析，从而改进决策。在金融危机期间，他参与开发的SecDB系统帮助高盛有效地管理风险，避免了更大的损失。他还强调了数据质量对AI模型训练的重要性，以及在AI应用中关注系统与现实世界交互边界的必要性。他认为，监管应关注AI系统与现实世界交互的边界，而不是试图理解AI系统的内部运作。他认为，当前的AI技术在处理那些随时间变化缓慢的数据方面表现出色，但在处理市场等快速变化的数据方面，其有效性还有待观察。他还谈到了AI在生命科学和生物技术领域的应用潜力，以及构建企业内部所有数据的单一可靠数据源的重要性。 David Haber: David Haber主要负责引导对话，并就Marty Chavez的观点进行提问和补充。他与Marty Chavez讨论了AI技术在金融服务和生命科学领域的应用，以及监管在其中的作用。

Deep Dive

Chapters
Marty Chavez discusses his transition from graduate work in healthcare and AI to Wall Street, detailing his early career and the pivotal projects he worked on at Goldman Sachs.
  • Chavez's early interest in building digital twins of biological systems.
  • His transition to Wall Street and the creation of the SECDB project at Goldman Sachs.
  • His role as a commodity strategist and the challenges of introducing himself to the trading desk.

Shownotes Transcript

a16z General Partner David Haber talks with Marty Chavez, vice chairman and partner at Sixth Street Partners, about the foundational role he’s had in merging technology and finance throughout his career, and the magical promises and regulatory pitfalls of AI.

This episode is taken from “In the Vault”, a new audio podcast series by the a16z Fintech team. Each episode features the most influential figures in financial services to explore key trends impacting the industry and the pressing innovations that will shape our future. 

 

Resources: Listen to more of In the Vault: https://a16z.com/podcasts/a16z-live)

Find Marty on X: https://twitter.com/rmartinchavez)

Find David on X: https://twitter.com/dhaber)

 

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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.