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Momenta's Model-Defined Chips and World-Model Route: From Understanding to Simulating the World

Momenta on Nov 2 pushed model-defined chips with XHEART; R7 Ultra scales params 5x and safety 5x, moving the world model from understanding to simulating, with a 10x step planned.

Momenta世界模型大模型定义芯片智驾

One-sentence summary

Momenta on Nov 2 pushed model-defined chips with XHEART; R7 Ultra scales params 5x and safety 5x, moving the world model from understanding to simulating, with a 10x step planned.

Recap ​

On November 2, 2026, Momenta and strategic partner XHEART announced progress on model-defined chips, with Momenta shares rising as much as 6.5% intraday.

R7 Ultra's Upgrade ​

Backed by X7 Ultra, R7 Ultra scales model parameters to 5x and improves safety performance 5x.

From Understanding to Simulating ​

Momenta says its world model moves from understanding the world to simulating it, predicting and driving scenarios in simulation rather than merely perceiving and recognizing.

The Roadmap ​

The company plans to scale parameters to 10x and safety to 10x-plus, showing the fast iteration cadence of driving LLMs.

Sources ​

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Momenta R7 Ultra and World-Model Upgrade Data

FAQ

Momenta R7 Ultra Model-Defined Chips FAQ

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