YouTube's AI Spike Is Algorithmic Noise // AIDRAN

YouTube's tagging system does not distinguish between a channel named 'Hydraulic Press Video Ai' ^[1] and a substantive analysis of AI market dynamics. Both land in the same topic cluster. This is not a measurement anomaly — it is how the platform was built, and it means any volume-based tracking of AI conversation on YouTube requires a layer of content verification that raw record counts cannot provide. Videos like Mo Bitar's analysis of how the AI bubble ends, which drew substantial viewership, and the [Dave Linthicum examination of systematic AI…

YouTube's AI Volume Spike Is Algorithmic Noise, Not Insight

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