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TIME 100 AI 2024
← Prometheans 100+ Andrew Feldman
TIME 100 AI 2024

Cerebras CEO, wafer-scale AI chips

Andrew Feldman

CEO & Co-Founder — Cerebras Systems

Profile

Andrew Feldman is the co-founder and CEO of Cerebras Systems, the company betting that the way to beat Nvidia is not to build a better GPU — but to stop building GPUs altogether. Cerebras makes the Wafer-Scale Engine: a single chip carved from an entire silicon wafer, roughly the size of a dinner plate. The current WSE-3, launched in March 2024, packs 4 trillion transistors and 900,000 cores. It is the largest chip ever built, and it is not even close.

Feldman is a serial hardware entrepreneur, not an AI researcher. Before Cerebras he co-founded SeaMicro, a low-power server startup AMD bought in 2012 for $334 million — where he then ran the server business as a corporate VP before walking out the door to do it again. He founded Cerebras in 2015 with four colleagues (Gary Lauterbach, Michael James, Sean Lie, Jean-Philippe Fricker), and they spent four years in stealth before shipping the WSE-1 in 2019. Stanford undergrad, Stanford MBA. He is unusually direct in interviews, which is good for listeners and occasionally bad for his PR team.

The bet is simple: memory bandwidth, not raw flops, is what bottlenecks modern LLMs. A wafer-scale chip keeps weights on-die with ~21 PB/s of memory bandwidth — roughly 7,000× an H100’s off-chip HBM. In August 2024 Cerebras launched an inference service claiming 10–20× the tokens-per-second of H100 clusters on popular open models. Whether the bet pays off commercially is the next chapter. In January 2026 they signed a $10B+ contract with OpenAI to deliver 750 MW of compute through 2028, and they filed for a Nasdaq IPO at a $22–25B valuation. That is the moment — for a decade Cerebras was “interesting hardware”; now it’s an actual alternative to buying GPUs from Jensen Huang.

For developers learning AI, Feldman matters because he is running the most serious non-GPU architecture bet in the industry. Jonathan Ross at Groq is doing something similar on a different axis (custom LPUs for inference); Lisa Su at AMD is the GPU challenger. Cerebras is the architectural challenger. If you care about where inference infrastructure goes after the current HBM-constrained equilibrium breaks, Feldman is the person to follow.

Videos

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Controversies

Cerebras’ 2024 IPO was postponed by a CFIUS review of the investment by UAE-based G42 — then both Cerebras’ largest customer and a strategic investor. Critics in Washington worried G42 could become a conduit for advanced US AI hardware reaching China. Clearance arrived in March 2025; the refiled S-1 no longer lists G42 as an investor, though G42 remains a major customer. Feldman has defended the relationship publicly as fully compliant with US export controls.

Spotify Podcasts

Andrew Feldman | How Cerebras Built the "Impossible" AI Chip Now Challenging NVIDIA
Andrew Feldman | How Cerebras Built the "Impossible" AI Chip Now Challenging NVIDIA
Cerebras CEO Andrew Feldman: $1.1B Funding Round | Builders Series
Cerebras CEO Andrew Feldman: $1.1B Funding Round | Builders Series
Andrew Feldman on Revolutionary Cuba
Andrew Feldman on Revolutionary Cuba
Powering High-Performance AI: Cerebras’ Andrew Feldman
Powering High-Performance AI: Cerebras’ Andrew Feldman
Advanced AI Accelerators and Processors with Andrew Feldman of Cerebras Systems
Advanced AI Accelerators and Processors with Andrew Feldman of Cerebras Systems
#222 Andrew Feldman: How Cerebras Systems Is Disrupting AI Inference
#222 Andrew Feldman: How Cerebras Systems Is Disrupting AI Inference
Inside Story of Building the World’s Largest AI Inference Chip | Cerebras CEO & Co-Founder Andrew Feldman
Inside Story of Building the World’s Largest AI Inference Chip | Cerebras CEO & Co-Founder Andrew Feldman
How Cerebras is Democratizing AI at Scale with Andrew Feldman, CEO of Cerebras
How Cerebras is Democratizing AI at Scale with Andrew Feldman, CEO of Cerebras
DOJ vs. Fed Chair, Apple Repositions Vision Pro, Ben Thompson Joins | Tyler Cowen, Harley Finkelstein, Andrew Feldman, Nathan Nwachuku, Anastasios Angelopoulos
DOJ vs. Fed Chair, Apple Repositions Vision Pro, Ben Thompson Joins | Tyler Cowen, Harley Finkelstein, Andrew Feldman, Nathan Nwachuku, Anastasios Angelopoulos
Launching the Fastest AI Inference Solution with Cerebras Systems CEO Andrew Feldman
Launching the Fastest AI Inference Solution with Cerebras Systems CEO Andrew Feldman
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