All apps and companies

App · AI assistants

NotebookLM

A Google AI notebook tool that turns documents into summaries and AI-hosted podcasts.

notebooklm.googleApp Store1 source1 tips
At a glanceNotebookLM's podcast began as a surprise, then the team swarmed
  1. 1Two teammates experimentTuesday, 6:30 p.m., after hours
  2. 2AI hosts surprise themDry British Parliament debates became interesting
  3. 3Look for behavior shiftA group that can't live without it
  4. 4Swarm the product"Holding on for dear life"

From Josh Woodward, VP of Google Labs

What was said about NotebookLM

  • NotebookLM's podcast feature started as an after-hours experiment by two teammates. The first NotebookLM podcast came from two teammates at 6:30 p.m. on a Tuesday. When the AI hosts made dry British Parliament debates interesting, the team took that surprise as the signal to build on it.

    Josh Woodward, VP of Google Labs, says real hits start with a surprise, and that excitement alone is weak: look for a behavior shift and a group who can't live without the product. He notes that many attempts fail, so it is partly a game of numbers.

  • Small obsessed groups hacking on side projects produced NotebookLM, not ideation sprints. NotebookLM, Flow, AI Studio and Google Beam each began with a very small, obsessed group over the last four or five years. Labs creates space for those side projects and watches for the one that catches its eye.

    Ideas tend to appear on weekends, over breaks or in the hallway, not in scheduled idea meetings. "You can't microwave good ideas."

  • When fit is obvious, swarm it and hold on. Woodward lists NotebookLM podcasts alongside Nano Banana, Flow and Stitch as moments of real product-market fit, where the team ended up swarming the product and "holding on for dear life."

    He calls the swarm "so exhausting and so fun" and says teams should love the problem rather than the solution, since finding a product can take three, four or five pivots.

More in AI assistants

AI assistants

OpenAI

An AI research and product company behind ChatGPT, Codex and the Dots agent.

51 sources · 151 tips
AI assistants

ChatGPT

OpenAI's AI assistant app used for chat, plugins and agent work.

51 sources · 102 tips
AI assistants

Anthropic

An AI company that builds the Claude models and products such as Claude chat and Cowork.

25 sources · 71 tips
AI assistants

Claude

Anthropic's AI assistant and model family, used for chat, coding and agentic work.

19 sources · 35 tips
AI assistants

ElevenLabs

A voice AI company with text-to-speech, dubbing, speech-to-text and music models, plus consumer and creator apps.

6 sources · 37 tips
AI assistants

Gemini

Google's AI assistant app, available as a chatbot and moving toward a personal agent.

11 sources · 13 tips
AI assistants

NotebookLM

A Google Labs app that answers questions about your own sources and turns them into AI-hosted audio shows.

2 sources · 18 tips
AI assistants

Tolan

A voice-first AI companion app with an animated alien character that remembers your conversations.

2 sources · 17 tips