AI Disclosure

Transparency matters to us. This page explains how artificial intelligence is used in producing MAi Home Report content.

AI-assisted production

Our articles, columns, and newsletters are produced with AI assistance and reviewed before publishing. AI helps us draft and structure content; people review it before it goes live.

Editorial and operator voices

Some content is written under named editorial or operator voices. These are internal columns and personas used to give our desks a consistent perspective. They are not real, licensed experts, and they do not represent specific individuals.

Not professional advice

Because content is education-first and AI-assisted, it should not be treated as professional, legal, or safety advice. For safety-critical work, consult a qualified, licensed professional.

Sourcing

Reliability figures, rankings, and failure rates are only published with a cited, dated source. Where a claim cannot be sourced, we cut it.