How to build a new AI paradigm, with Dan Akarca (CEO, Callosum)

Dan Akarca is Co-founder & CEO at Callosum, a new AI infrastructure company orchestrating and co-evolving heterogeneous chips & intelligence to solve the world's hardest problems.

Here we discuss how to move beyond the dominant, monolithic AI paradigm, what we can learn from the brain to unlock exquisite, efficient intelligence, and what this means for redistributing leverage away from the biggest labs and countries to rebuild optionality across the world.

00:00 The Brain as an Analogy for AI

04:38 Why One Big Model Fails

06:57 The Heterogeneous Compute Spectrum, from Datacentres to Edge Computing

11:54 Orchestrating Chips and Models

16:58 Supply, Demand and the Hardware Lottery

29:36 Value Beyond Chips

30:43 Bringing Chips to Market

35:50 Dynamic Compute Future

39:22 Funding and Roadmap

43:39 Riskiest Assumptions and Scaling the Team

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