Chat Is the Worst Interface for AI. Here’s What Actually Works.
Chat interfaces are fundamentally broken for reviewing complex AI-generated documents. The frustration of losing context in endless scroll threads is real, but the fix isn’t better AIβit’s a structural, spatial interface that lets you pin feedback, track revisions, and manage multiple points of feedback. R3 is one example, but the principle applies everywhere: stop treating AI like a chat buddy and start treating it like a collaborator who needs a shared workspace.