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Cloudflare's Monetization Gateway went live July 1, 2026. Snowflake, Datamatics, and Monte Carlo are all calling 2026 the year clean data becomes the actual bottleneck for AI agents, not the models themselves. Poor data quality is already costing companies 15 to 25% of annual revenue. That part isn't one guy's theory. That's the consensus. The
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I wanted to go a little deeper with this idea of how data collection can be used as a tool by progressives for social engineering purposes. In a video that I did recently, I covered how the Trump administration asked the Equal Employment Opportunity Commission to stop forcing employers to submit their demographic data. In plain English, they stopped forcing employers to give statistics on the race of who they employ. Interestingly, the way that data collection makes its way to social engineering
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