The Chip That Could Unlock AGI.
Naveen Rao is cofounder and CEO of Unconventional AI, an AI chip startup building analog computing systems designed specifically for intelligence. Previously, Naveen led AI at Databricks and founded two successful companies: Mosaic (cloud computing) and Nervana (AI accelerators, acquired by Intel).
In this episode, a16z’s Matt Bornstein sits down with Naveen at NeurIPS to discuss why 80 years of digital computing may be the wrong substrate for AI, how the brain runs on 20 watts while data centers consume 4% of the US energy grid, the physics of causality and what it might mean for AGI, and w…
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Chapters (14)
Trailer
0:56
Exploring hardware for running AI workloads
2:02
Why Naveen built lots of software in a "hardware company"
3:22
Why start a new chip company?
5:13
How computing systems went digital
9:26
Why intelligence is a good fit for analog computer systems
12:30
What tradeoffs Naveen faced in pursuing his own path
15:23
The Data modalities Unconventional chips will be best for
16:54
Does this get us closer to AGI?
21:00
Where Naveen gets his excitement and motivation
22:37
What makes Naveen confident that Unconventional will work
24:43
Unconventional's hiring priorities
26:27
Career advice for young people
28:19
What Naveen has done best in his companies
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