According to @nic__carter, a circulating chart claims U.S. Census data show a decline in corporate AI penetration, prompting debate over whether enterprise AI adoption is slowing (source: @nic__carter, Sep 9, 2025). For trading decisions, verify any alleged slowdown against the U.S. Census Bureau’s official AI adoption metrics in the Business Trends and Outlook Survey and the Annual Business Survey, checking definitions (currently using vs planning), firm-size weighting, sector mix, timeframe, and response rates before repositioning (source: U.S. Census Bureau). Equity investors should focus on enterprise adoption indicators because management guidance and disclosures link AI demand to growth for NVDA, MSFT, and GOOGL, making validated Census trends relevant to revenue expectations and factor positioning (source: NVIDIA Investor Relations; Microsoft Investor Relations; Alphabet Investor Relations). Crypto traders should monitor the same adoption data as a narrative driver for AI-themed tokens such as RNDR and FET, a tracked category on major data platforms, to manage sentiment-driven volatility and liquidity conditions (source: CoinGecko AI category).