AI use case

Turn a flood of YouTube talks into notes you'll actually keep

When a favorite channel posted dozens of talks in a month, a learner built a tool that turns each new upload into a short card with key claims and exact quotes, then merges repeated ideas into one map. Each morning a local model adds only what's new to their own notes, and quotes are kept only if they match the transcript word for word.