
What happened
Cerebras Systems CEO and co-founder Andrew Feldman will take the Disrupt Stage at TechCrunch Disrupt 2026 for a session titled "Can AI Keep Scaling?" about compute, energy, and infrastructure demand.
Why it matters
The session will explore whether AI hardware can keep pace with increasingly capable models, and what happens when conventional architectures hit their limits.
What to watch
The discussion's outcome hinges on Feldman's assessment of scaling constraints, with the session taking place October 13-15 at Moscone West in San Francisco.
WHO IT HITSFounders, investors, and technology leaders making AI infrastructure decisions will hear one founder's take on compute demand and hardware limits. The session also offers a networking opportunity for 10,000+ expected attendees.
Summaries like this, in your inbox every morning.
Cerebras Systems has spent the past decade challenging the assumption that powerful AI requires conventional chip architectures. Instead of cutting a silicon wafer into individual chips, the company developed a processor built on the wafer itself, an approach designed for demanding AI workloads. That bet was made long before today's AI infrastructure boom.
Now the company is scaling that approach. It raised $5.5 billion in its May IPO and signed a multiyear agreement with OpenAI to deploy 750 megawatts of Cerebras systems from 2026 through 2028. In August, Cerebras introduced CS-4, its latest generation of wafer-scale AI infrastructure. The company also reported more than 600 megawatts of data center capacity live or under contract for delivery by the end of 2027, and said it was increasing manufacturing capacity more than tenfold during 2026.
At TechCrunch Disrupt 2026, Feldman will put those constraints into context. For those building, funding, or deploying AI, the session may offer a view of where compute demand is heading and where today's hardware could hit its limits. The stakes hinge on whether wafer-scale computing can deliver on its promise as AI models demand ever more compute, energy, and infrastructure.
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