High Signal: Data Science | Career | AI

Episode 5: The Hard Truth About Building AI Systems and What Most Leaders Miss About AI


Listen Later

In this episode of High Signal, Gabriel Weintraub (the Amman Professor of Operations, Information, and Technology at Stanford Graduate School of Business), brings his expertise in market design, data science, and operations, enriched by his experience with global platforms like Uber and Mercado Libre, to a conversation that spans practical strategies, cultural insights, and global perspectives on data and AI.

Highlights from the discussion include:

  • Bridging the C-Level and Technical Divide: Gabriel emphasizes the importance of aligning leadership with on-the-ground teams to build effective, data-driven organizations.
  • Starting with the Basics: From building pipelines to identifying high-ROI projects, Gabriel outlines foundational steps for companies adopting data science and AI.
  • Cultural Transformation for Experimentation: He explains why fostering an experimentation culture, where negative results are valued for learning, is essential for success.
  • Opportunities in Latin America: Gabriel shares insights on the unique challenges and immense potential of the Latin American tech ecosystem, including the critical role of startups and the need for local innovation systems.
  • Generative AI’s Role in Driving Impact: Discussing generative AI’s transformative potential, Gabriel highlights its capacity to lower barriers for smaller teams while emphasizing the importance of problem-first approaches.
  • The conversation concludes with a forward-looking exploration of opportunities in government, education, and healthcare, and Gabriel’s optimism about building ecosystems where startups and local talent thrive.

    🎧 Tune in to learn from Gabriel’s thoughtful perspectives on navigating the complexities of building data-driven cultures, the global AI landscape, and how to leverage data for impactful change.

    You can find more on our website: https://high-signal.delphina.ai/

    ...more
    View all episodesView all episodes
    Download on the App Store

    High Signal: Data Science | Career | AIBy Delphina

    • 5
    • 5
    • 5
    • 5
    • 5

    5

    18 ratings


    More shows like High Signal: Data Science | Career | AI

    View all
    Talk Python To Me by Michael Kennedy

    Talk Python To Me

    588 Listeners

    The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) by Sam Charrington

    The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

    434 Listeners

    Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

    Super Data Science: ML & AI Podcast with Jon Krohn

    301 Listeners

    Data Engineering Podcast by Tobias Macey

    Data Engineering Podcast

    146 Listeners

    Y Combinator Startup Podcast by Y Combinator

    Y Combinator Startup Podcast

    231 Listeners

    Practical AI by Practical AI LLC

    Practical AI

    211 Listeners

    Machine Learning Street Talk (MLST) by Machine Learning Street Talk (MLST)

    Machine Learning Street Talk (MLST)

    89 Listeners

    Dwarkesh Podcast by Dwarkesh Patel

    Dwarkesh Podcast

    489 Listeners

    Hard Fork by The New York Times

    Hard Fork

    5,468 Listeners

    Vanishing Gradients by Hugo Bowne-Anderson

    Vanishing Gradients

    11 Listeners

    Latent Space: The AI Engineer Podcast by swyx + Alessio

    Latent Space: The AI Engineer Podcast

    97 Listeners

    AI and I by Dan Shipper

    AI and I

    37 Listeners

    Training Data by Sequoia Capital

    Training Data

    41 Listeners

    The Pragmatic Engineer by Gergely Orosz

    The Pragmatic Engineer

    65 Listeners

    OpenAI Podcast by OpenAI

    OpenAI Podcast

    52 Listeners