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Podcast EP348: How Lemurian Labs is Building the Foundation for AI’s Next Era with Jay Dawani, Sonic AI
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Podcast EP348: How Lemurian Labs is Building the Foundation for AI’s Next Era with Jay Dawani
Semiconductor Insiders
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May 29, 2026
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23:34
Interview
Podcast EP348: How Lemurian Labs is Building the Foundation for AI’s Next Era with Jay Dawani
From
Semiconductor Insiders
Jay Dawani
(Co-founder and CEO, Lemurian Labs, guest)
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Executive Summary
AI hardware is massively underutilized, with training workloads at 45-50% and inference often below 15% efficiency, due to a widening gap between hardware capabilities and outdated software abstractions.
The primary bottleneck in AI systems is data movement, which consumes ~70% of system energy, yet the industry has historically focused on optimizing arithmetic operations, which only account for 10-15%.
Lemurian Labs is developing a 'natively parallel' compiler that treats a cluster as a single distributed computer, optimizing the entire system's data flow rather than individual components to maximize 'useful intelligence per joule'.
In the current fast-paced AI landscape, 'time to production' is the most critical competitive variable; a hardware-agnostic software layer is crucial for rapidly deploying new models on the latest hardware.
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The Software Bottleneck in AI Compute
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