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Lean AI Is Here: A New Pittsburgh Tech Startup Shows the Way

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Manage episode 508951288 series 3594639
Content provided by Jonathan Kersting and Pittsburgh Technology Council. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Jonathan Kersting and Pittsburgh Technology Council or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

What if the very foundation of today’s AI models — the artificial neuron itself — was about to be reinvented, making systems dramatically faster, cheaper, and smaller?

Most leaders are pouring more data, GPUs, and money into existing neural-network designs, yet still face rising costs and energy demands. In this episode, Dr. Rory Brenner and Ralph Crewe of Perforated AI explain how their Carnegie Mellon–born approach updates 80-year-old AI assumptions and could open a “blue ocean” of innovation for anyone building their own models.

  • Hear how Perforated AI’s dendrite-inspired technology shrinks model size and cuts cloud costs by up to 38×.

  • Learn why smaller, more efficient models could unlock true edge computing for AI applications.

  • Discover how early adopters can partner with Perforated AI to pilot this paradigm-shifting architecture before it hits the mainstream.

Press play now to explore a groundbreaking way to build leaner, smarter AI models—and see how Pittsburgh innovators are leading the charge.

The Pittsburgh Technology Council produces TechVibe to explore Pittsburgh's technology and innovation industry.

  continue reading

134 episodes

Artwork
iconShare
 
Manage episode 508951288 series 3594639
Content provided by Jonathan Kersting and Pittsburgh Technology Council. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Jonathan Kersting and Pittsburgh Technology Council or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

What if the very foundation of today’s AI models — the artificial neuron itself — was about to be reinvented, making systems dramatically faster, cheaper, and smaller?

Most leaders are pouring more data, GPUs, and money into existing neural-network designs, yet still face rising costs and energy demands. In this episode, Dr. Rory Brenner and Ralph Crewe of Perforated AI explain how their Carnegie Mellon–born approach updates 80-year-old AI assumptions and could open a “blue ocean” of innovation for anyone building their own models.

  • Hear how Perforated AI’s dendrite-inspired technology shrinks model size and cuts cloud costs by up to 38×.

  • Learn why smaller, more efficient models could unlock true edge computing for AI applications.

  • Discover how early adopters can partner with Perforated AI to pilot this paradigm-shifting architecture before it hits the mainstream.

Press play now to explore a groundbreaking way to build leaner, smarter AI models—and see how Pittsburgh innovators are leading the charge.

The Pittsburgh Technology Council produces TechVibe to explore Pittsburgh's technology and innovation industry.

  continue reading

134 episodes

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