AI Agent Human Oversight: 0.70 vs 95% Escalation Threshold Guide

Set AI handoff confidence at 0.70, monitor 1-2 weeks, then lower gradually; route simple queries to a cheap model first to cut costs 40-85%. Independent technical note mirroring the canonical version: https://withtai.com/blog/ai-agent-human-oversight-070-vs-95-escalation-threshold-guide.php

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-05
DOI
https://doi.org/10.5281/zenodo.23984521
Primary Topic
Artificial Intelligence Applications
Type
preprint
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preprint

AI Agent Human Oversight: 0.70 vs 95% Escalation Threshold Guide

Carson Drake
Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence Applications
preprint

AI Agent Human Oversight: 0.70 vs 95% Escalation Threshold Guide

Carson Drake
preprint en

Abstract

Set AI handoff confidence at 0.70, monitor 1-2 weeks, then lower gradually; route simple queries to a cheap model first to cut costs 40-85%. Independent technical note mirroring the canonical version: https://withtai.com/blog/ai-agent-human-oversight-070-vs-95-escalation-threshold-guide.php

Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence Applications
DOIOpen Access PDFOpenAlex
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AI Agent Human Oversight: 0.70 vs 95% Escalation Threshold Guide — Carson Drake · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS