Writer Uses AI To Organize Massive Manuscript
On January 25, 2026, journalist Brian Blum describes using AI tools such as ChatGPT, Google's NotebookLM and Anthropic to streamline research, transcription, and writing workflows. He used NotebookLM to organize more than 600 topics and roughly one million words—overcoming a 50-source per project limit—to produce a dozen-chapter outline and two-page executive summary, illustrating productivity gains and raising questions about writers' future roles.
Key Points
- 1Uses AI (ChatGPT, NotebookLM) to summarize and organize one million words across 600 topics
- 2Highlights efficiency gains: NotebookLM chunked topics into a dozen chapters and produced executive summary
- 3Signals skill shift: writers must focus on prompt engineering and intensive editing to retain value
Scoring Rationale
Practical, first-hand adoption account informs workflows, but limited to one journalist's anecdote and lacks broader empirical evidence.
Sources
Public references used for this report.
Practice with real Logistics & Shipping data
90 SQL & Python problems · 15 industry datasets
250 free problems · No credit card
See all Logistics & Shipping problems
