Breakthrough: Radical New AI Hardware Design That Nvidia Can’t Ignore | COSM 2025
Dr. James Tour
apologetics
January 5, 2026
#ArtificialIntelligence #AIHardware #FutureOfComputing
Recorded at the 2025 COSM Technology Summit, hosted by @discoveryinstitute
AI is running into a massive problem: energy. In this talk, Dr. James Tour unveils a breakthrough compute-in-memory hardware architecture that combines memory and computation into a single ferroelectric device — potentially reducing AI data-center energy use by up to 90%.
Built to be fully CMOS-compatible, this new approach could disrupt flash memory, DRAM, and traditional AI chip design, offering a scalable path forward for data centers, advanced AI systems, and future computing hardware.
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00:00 Intro to new AI compute design
03:00 Energy & speed benefits vs NAND/DRAM
06:00 Compute-in-memory prototype details
09:00 Market strategy & adoption path
12:00 Q&A on scale & applicability
Topics
dr. james tourjim toursciencenanomachinesnanoengineeringprofessorchemistry



















