AI Usage Policy

How automation and AI are used in The Neural Ledger collection, news digestion, research, analysis, imagery, and publishing workflow.

Automated workflow

TNL Bot normalizes structured upstream records, classifies topics, summarizes evidence, extracts entities, and may research additional public sources for a TNL-owned intelligence overlay.

Editorial synthesis

TNL Bot expands qualifying stories into articles, opinions, and investigations. Its country-analysis workflow separately synthesizes every matching story in completed daily, weekly, and monthly periods and compares the result with earlier analyses.

Evidence boundaries

Generated text must remain attributable to retained sources. Scenarios and market transmission paths are analytical context, not first-hand reporting, independent confirmation, or predictions.

Generated imagery

Story illustrations may be generated automatically and are captioned as such. They must not be presented as documentary photographs.

Human accountability

Readers can inspect sources and submit correction requests. Product operators control release, rollback, provider configuration, and policy enforcement.