U.S. equities tumbled on broad-based selling that punished artificial intelligence infrastructure stocks. The Nasdaq Composite led losses as investors fled semiconductor and chip makers facing margin compression fears.

Nvidia dropped 16 percent, the steepest decline in months, as China's DeepSeek released a new AI model that challenged the narrative of endless semiconductor demand. DeepSeek's technology demonstrated competitive performance at a fraction of the computational cost, rattling investors who had priced in years of relentless chip spending by AI data centers.

The selloff extended beyond Nvidia to other chipmakers and AI infrastructure vendors. Multiple stocks in the semiconductor space fell double digits as traders reassessed whether the current AI build-out would require the sustained capital spending Wall Street had assumed. The fear centers on whether DeepSeek's efficiency proves replicable across the industry, potentially reducing the hardware upgrades that have driven semiconductor valuations to historic levels.

The Nasdaq's underperformance reflected the concentration of mega-cap AI plays in tech-heavy indices. Megacap tech stocks have dominated gains since the 2024 start, making them vulnerable to any disruption thesis.

DeepSeek's emergence represents a supply-side shock to the AI boom narrative. The Chinese startup's model operates on inference-optimized architecture rather than brute-force compute scaling, suggesting alternative paths to competitive AI performance exist. This threatens the Nvidia-centric investment thesis that has powered semiconductor stock gains.

Market participants are now questioning whether the AI infrastructure arms race becomes winner-take-most competition rather than a rising-tide scenario. If companies can achieve performance breakthroughs with lower hardware requirements, capital intensity of AI deployments drops materially. That calculation shift has immediate earnings implications for Nvidia, Advanced Micro Devices, and Broadcom.

The selloff follows months of Nvidia rallying on expectations