AI Lab Notes | ALTOS LAB Journal

Content Strategy— How we build AI systems, product by product.

AI Multilingual Marketing Needs One Brand Spine And Local Breathing Room

Google Search Central, OpenAI and Microsoft all remind content teams that AI can scale multilingual output, but brand rules, data fields and local review cannot be outsourced together.

Column市場專欄8 min read

AI Search Is Entering Its Verification Era

Google Search documentation, Schema.org and OpenSearch all point toward the same rule: before AI systems cite a page, they need source, date, authorship and verifiable structure.

Column市場專欄8 min read