Keep pulling the thread on Naveen Rao.
Playground has invested in companies developing new lithography techniques intended to restart Moore's Law and improve upon current EUV lithography machines.
Pierre asserts that superconducting logic presents an opportunity to increase computational productivity by a factor of 100 to 1,000.
Naveen Rao believes that achieving true artificial intelligence requires fundamental innovation in the underlying hardware substrate, not just algorithmic improvements on existing hardware.
Constantine Bueller predicts that within 20 years, the vast majority of cognitive work will be performed by machines.
The core thesis for Unconventional AI is that AI models are inherently stochastic, making them well-suited for analog computation, which is also stochastic and can dramatically reduce power consumption.
During Naveen Rao's tenure as Chief AI Officer, Databricks' AI-related business grew from approximately $20 million to between $700 and $800 million in revenue.
Unconventional AI has raised $475 million in funding.
Naveen Rao estimates that Unconventional AI will require a total of approximately $1.5 billion in funding to bring its first product to market.
Naveen Rao is highly confident that Unconventional AI's technology will achieve a 50x performance improvement over existing systems, with a path to 100,000x improvement.
Naveen Rao argues that large-scale data center build-outs, such as those proposing a trillion dollars worth of GPUs, are not physically realizable due to insurmountable power constraints.
A speaker from Playground predicts that superconducting logic has the potential to increase computational productivity by a factor of 100 to 1,000.
Naveen Rao's personal thesis is that true artificial intelligence cannot be achieved without fundamental innovation in the underlying hardware substrate.