LLMs are *so* 2024. Say hello to LGMs. In this episode of AI-Curious, we explore a side of AI that rarely gets the spotlight: Large Geospatial Models (LGMs). You’ve heard of LLMs — now meet their real-world counterpart. LGMs could power everything from autonomous vehicles and urban planning to smarter first-response systems and industrial logistics.
We speak with Bill Lakeland, CEO of Spexi, a company building a decentralized fleet of self-flying drones that are actively mapping the planet — one 25-acre hex at a time. We dig into how these drones collect fresh, high-res data; how that data is authenticated and standardized; and how it could enable a new generation of real-world AI applications.
Along the way, we discuss:
• (5:00) What LGMs are, and how they differ from LLMs
• (13:07) Why real-time geospatial data is crucial for first responders
• (20:33) How drones fit into the LGM landscape
• (25:12) How Spexi’s autonomous drone “specxagons” work
• (31:43) Why their aerial data is 900x more detailed than Google Earth
• (36:26) How they’re addressing privacy, regulation, and standardization
• (40:02) What happens after the footage is collected — and how it’s turned into insights
• (45:35) The future integration of LGMs and LLMs
• (48:00) Speculative futures: how LGMs could change everyday life
If you’re curious about AI in the physical world — not just on screens — this is a conversation you won’t want to miss.
Spexi:
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