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Industrial AI autonomy: when a 95% confidence threshold should trigger human review, with pre-registration, frozen evals, abstention bands, and review budgets. Independent technical note mirroring the canonical version: https://enterpriseailabs.io/blog/industrial-ai-autonomy-when-95-confidence-thresholds-trigger-human-review.php Sources consulted: https://www.bluusun.com/
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Dr. Samuel Ortiz (2026) studied this question.
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