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Applied AI·October 14, 2026·1 min read

Google poisoning search results for AI scrapers, rank trackers, new report claims

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If Google is deliberately poisoning SERPs to disrupt AI scrapers and rank trackers, the web data commons is becoming adversarial by default. Anyone training on or relying on scraped search output needs to treat it as potentially corrupted input—tighten data provenance checks and reduce dependence on opaque public SERP feeds.

Applied AI

Data centers use as little as 60% of power consumed for actual AI work, Nvidia claims — failures and restarts 'consume' a whopping 10% of every watt used

If only ~60% of your power budget reaches useful AI compute and 10% is lost to failures and restarts, optimization at the facility and orchestration layer is now a direct margin lever. Infra leaders should be instrumenting failure-induced waste and pushing vendors like Vertiv and Nvidia for concrete efficiency roadmaps, not just more megawatts.