{"ok":true,"article":{"slug":"flow-by-flow-content-judgment-bypass-for-governing-ai-output-in-high-loss-domain-c8c1b994","title":"Flow-by-Flow:Content-Judgment Bypass for Governing AI Output in High-Loss Domains","url":"https://arxiv.org/abs/2608.07474","canonical":"https://www.aimode.news/article/flow-by-flow-content-judgment-bypass-for-governing-ai-output-in-high-loss-domain-c8c1b994","sourceName":"arXiv cs.AI","summary":"arXiv:2608.07474v1 Announce Type: new Abstract: Prior work showed that human-in-the-loop oversight becomes structurally untenable in high-loss domains when AI output velocity V exceeds human cognitive capacity C_max. The operative constraint, however, is not V alone but V x L, where L denotes per-item cognitive load.…","category":"AI","image":"https://static.arxiv.org/icons/twitter/arxiv-logo-twitter-square.png","lang":"en","publishedAt":"2026-08-11T04:00:00+00:00","createdAt":"2026-08-11T19:09:30.456448+00:00"}}