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The enterprise risk nobody is modeling: AI is replacing the very experts it needs to learn from

calendar_today May 16, 2026 person domain venturebeat

For AI systems to keep improving in knowledge work, they need either a reliable mechanism for autonomous self-improvement or human evaluators capable of catching errors and generating high-quality feedback. The industry has invested enormously in the first. It’s giving almost no thought to what’s happening to the second.

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