Labeling and annotation are the foundation of context setting and the invisible backbone of AI, which are quietly shaping the world around us.

How could a site for explaining rap lyrics make good on its $15 million in funding from Andreessen Horowitz? Because it’s also a collaborative text-annotation platform that enterprises are asking for.

Imagine it rsquo;s a rainy Tuesday in February 2026 . An autonomous delivery robot is navigating a busy metropolitan sidewalk .

I read a post by Bill Slawski about an enhancement to anchor text for inbound links. Instead of using the anchor text itself, it uses surrounding text. The implications if it’s in use are tremendous.