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NVIDIA Leaders to Weigh Open vs. Proprietary AI Choices at Disrupt 2026

October 5, 2026 at 11:14 EDT

Foundation Models
AI Agents

NVIDIA's Nader Khalil and Sydney Sykes are scheduled to discuss how AI founders should choose between open and proprietary models at TechCrunch Disrupt 2026, shifting a familiar technical debate into startup economics and fundraising. The Builders Stage session is set for October 15 from 2:20 p.m. to 2:50 p.m. in San Francisco, according to the conference agenda, with ticket promotions still active before doors open.

Oct. 15 · Disrupt 2026

Open or proprietary AI becomes a founder-level bet

NVIDIA leaders will examine how model choice affects startup cost, control, infrastructure, fundraising and defensibility.

30 min

Builders Stage session

10,000+

Expected attendees

145

ICML papers citing Nemotron

50%

Second pass discount

Nemotron 3 Super activation profile

Total parameters versus active parameters at inference, shown as 12B-per-block columns.

120Btotal parameters

12Bactive at inference

Takeaway: the model keeps a large total capacity while activating about one-tenth of its parameters per step.

The founder decision loop

Choose model path
Open, proprietary or hybrid

→

Price the workload
Cost, context and throughput

→

Defend the business
Data, workflow and control

Open model upside

More control, customization and deployment flexibility, especially for teams that need local or on-premises options.

Operational tradeoff

The same control can add work around infrastructure, optimization, security and reliability.

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