
# NVIDIA Unveils Next-Gen AI Chip: Blackwell Ultra
NVIDIA launches the Blackwell Ultra chip, built on TSMC's 3nm process. It delivers 4x faster AI training performance and 2.5x better energy efficiency.
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This event will impact the AI value chain, flowing from upstream computing infrastructure to downstream application scenarios. In the short term, leading companies in relevant technology routes will benefit first. In the medium term, industry adoption will accelerate; we recommend focusing on vertical players with strong data moats and deep scenario expertise.
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