floating questions

Rui

'floating questions' is a podcast where curiosity guides conversations, venturing into unknown destinations. It's a gateway to inquire and learn more about an array of subjects, including tech, AI, business, investing, and dashes of philosophy, spirituality, and art.  Join thinkers, innovators, and storytellers as they share insights and tales. This podcast is your invitation to share in the joy of spontaneous discovery, wherever that might lead. Subscribe to float along on this journey.  Ideas and collaboration proposals are welcome at floating.questions.podcast@gmail.com.

  1. Mason Grimshaw: Probabilistic Living, Indigenous Data Sovereignty, and Foundation Models for the Earth

    5D AGO

    Mason Grimshaw: Probabilistic Living, Indigenous Data Sovereignty, and Foundation Models for the Earth

    In this episode of Floating Questions, we sit down with Mason Grimshaw, an MIT alum and mission-driven data scientist driving critical progress at the intersection of environmental conservation and indigenous empowerment in the age of AI. We explore how his work, life, and community view intertwine to thread a journey that spans from the Rosebud Sioux Reservation to the cutting edge of geospatial modeling. Parenthood and the Probabilistic Worldview: How Mason applied a "process over results" mindset to navigate the challenges of raising a family while completing his degrees at MIT.Language as Ancient Code: How the Lakota language uses redundant information—such as encoding kinship and physical direction—to ensure the integrity of oral histories, functioning much like modern error-correction technology.Building the "Pocket Botanist": How indigenous youth at the AI camp use computer vision and Docker to preserve traditional knowledge of medicinal plants in the Black Hills.Indigenous Data Sovereignty: The critical need for tribes to maintain sovereign control over their cultural resources to prevent models from training on sensitive data without community permission.Geospatial AI for the Earth: Using "Clay," a foundation model for the earth, to transform satellite imagery into semantic data for tracking whale migration and deforestation.In our rush to build the future, how should we handle the delicacy of history, memory, and wisdom?

    39 min
  2. Amine Bennouna: The "Fossil Fuel" of AI, Decisioning Under Uncertainty, and the Tenure Trap

    JAN 28

    Amine Bennouna: The "Fossil Fuel" of AI, Decisioning Under Uncertainty, and the Tenure Trap

    You might have heard of Amine Bennouna from a previous episode (here)  – from the Math Olympiad in Morocco to an MIT PhD and now a Professor at Northwestern's Kellogg School of Management. Recently, he has been thinking deeply about a critical question: Do we actually need more data for AI?  In this episode, Amine discusses the idea that data is the "fossil fuel" of AI , and we have largely burned through the easy reserves. He believes the next frontier isn't about scale, but about quality – knowing exactly which "soil samples" to collect before building the subway line, rather than just feeding the model the entire map. We dive deep into his research on optimal decision-making under uncertainty in relation to data, but we don't stay in the theory. We also wade into the messy, human incentives that shape our world:  The Tenure Game: Why the academic pressure to publish volume is killing "moonshot" research – and why we need more people willing to be misunderstood (like Geoffrey Hinton) to make real breakthroughs. The Data Marketplace: A future where we stop giving our data away for free and start treating it like the currency it is. The Crisis of Busyness: Why our generation is wealthier but often less happy , and how "optimizing" your life is meaningless if you don't know the objective function.This conversation is an invitation to pause and ask: Are we collecting the right information, or just more of it?

    54 min

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3 Ratings

About

'floating questions' is a podcast where curiosity guides conversations, venturing into unknown destinations. It's a gateway to inquire and learn more about an array of subjects, including tech, AI, business, investing, and dashes of philosophy, spirituality, and art.  Join thinkers, innovators, and storytellers as they share insights and tales. This podcast is your invitation to share in the joy of spontaneous discovery, wherever that might lead. Subscribe to float along on this journey.  Ideas and collaboration proposals are welcome at floating.questions.podcast@gmail.com.