"At precisely 4:00 PM Eastern Time on November 19, 2025, Nvidia Corporation released third-quarter earnings that exceeded Wall Street expectations. Revenue reached $57.01 billion against a consensus estimate of $54.9 billion. Earnings per share came in at $1.30 versus the anticipated $1.26. The stock surged 5% in after-hours trading, adding approximately $130 billion to the company’s market capitalization.

Eighteen hours later, the Nasdaq Composite closed down 1.21%. Nvidia’s gains evaporated. Bitcoin, which had briefly rallied, fell 2.07% to $89,567. What happened in those 18 hours represents something unprecedented in financial markets: algorithmic trading systems detected accounting irregularities faster than human analysts could read the earnings footnotes.

This is the story of that detection, the fraud it uncovered, and the systemic collapse now unfolding in real time."

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#AI #GenerativeAI #Nvidia #Fraud #AccountingFraud #ATS #Algorithms #WallStreet #StockMarket

The Algorithm That Detected a $610 Billion Fraud: How Machine Intelligence Exposed the AI Industry’s Circular Financing Scheme

On November 20, 2025, trading algorithms identified what may become the largest accounting fraud in technology history—not in months or years, but in 18 hours.

^substack.com