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Momenta previews R7 Ultra world model, claiming fivefold safety gains
Momenta previewed its upcoming R7 Ultra world model at XHEART’s launch event. The company says accumulated data and the X7 Ultra chip enable five times the parameters and a fivefold improvement in safety performance. The chip supports larger models running in vehicles, while Momenta claims stronger scene understanding, reasoning and prediction, alongside improved driving in complex situations such as U-turns, oncoming encounters and reversing to yield.

What to know
- 01
XHEART’s X7 Ultra provides 700 TOPS of compute and uses an ultra-large-core NPU architecture.
- 02
Momenta plans to expand parameter scale to ten times its original level and pursue safety-performance gains exceeding tenfold.
Why it matters
The preview highlights the pairing of in-vehicle compute with a larger world model, with safety and driving-performance assessments coming from Momenta itself.
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