Transparent automation
AI Assistance Disclosure
We cover AI and use it carefully. Automation expands monitoring capacity; it does not replace evidence or accountability.
Where AI helps
Models can classify incoming sources, suggest emerging topics, organize claim evidence, draft from approved research, exercise tutorial code, and flag inconsistencies for review.
What AI cannot do
Agents cannot publish unsupported claims, fabricate identities or experiences, change editorial policy, alter their own permissions, or represent generated output as independent evidence.
Publication threshold
A post publishes only after sourcing, citation, originality, technical, safety, and structured-data checks pass. If the evidence is not strong enough, publication is skipped.