AI, Intent & the Future of CRE Search: An Interview With Realmo’s Head of Analytics Ian Arguno

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Realmo is a commercial real estate intelligence and discovery platform that brings together more than one million active listings, data on over nine million U.S. properties, and tools for property, market, and location analysis. At the center of its AI strategy is Rey, an assistant that helps users search across this data, compare properties, analyze opportunities, and make sense of the information available around a potential deal.

We spoke with Ian Arguno, Head of Analytics at Realmo and lead developer of Rey
*, about what it takes to build AI for a market where critical information is scattered across listings, public records, and broker conversations. He explains why conventional filters often miss the intent behind a commercial real estate search, how Rey works with incomplete and sometimes conflicting property data, and how Realmois developing it from an on-demand search tool into a system that can retain context, monitor the...

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Microsoft's Maia 300 swaps raw compute for a 2.5x memory bandwidth gain as it moves to make in-house silicon its main AI engine while claiming a 40% efficiency bump — could going the Google route be the pin that pops the Nvidia AI bubble?

* Microsoft will make Maia its main inference engine at multi-gigawatt scale, following Google and Amazon into in-house silicon * Microsoft's upcoming Maia 300 trades a modest 36% compute gain for 2.5x Maia 200's memory bandwidth, betting on memory-bound decode, with production in 2027 * Hyperscalers supply just