Building AI-powered user interfaces
summary
A working AI-first web writing app that helps serious writers collaborate with GPT-3 and smaller models is built and deployed: a React + TipTap editor wired to yjs CRDT for real-time sync, background agent processes feeding a Pinecone semantic search index, and UI patterns that stream token-by-token output, provide rerun/tweakable suggestions, require review before changes, and keep edits undoable. The claim is practical: context-aware in-document tools reduce prompt repetition, and the prototype demonstrably handles collaborative editing and AI suggestions without destroying user content.
AI-written summary · about
chapters (10)
- 0:00Introduction
- 3:54Writing application
- 5:16Large language models
- 12:16Human-machine collaboration
- 17:09Principles for AI interfaces
- 21:37Natural language UI
- 24:49Programming with natural language
- 28:00AI UI architecture
- 32:36Beyond collaboration
- 34:02AI ethics and future
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