My AI-powered workflow for getting smart fast on a new topic
06-18-2025
๐ง ๐๐ฒ๐๐๐ถ๐ป๐ด ๐๐บ๐ฎ๐ฟ๐ ๐ณ๐ฎ๐๐ ๐ผ๐ป ๐ฎ ๐ป๐ฒ๐ ๐๐ผ๐ฝ๐ถ๐ฐ ๐ต๐ฎ๐ ๐ป๐ฒ๐๐ฒ๐ฟ ๐ฏ๐ฒ๐ฒ๐ป ๐ฒ๐ฎ๐๐ถ๐ฒ๐ฟ.
When you need to get up to speed quickly and it really matters, a standard ChatGPT search won't cut it. Sometimes the complexity of the subject matter, industry and factors at play demands something more robust.
Hereโs the workflow I use for quickly getting up to speed fast without sacrificing depth.
๐ ๐ ๐ฑ-๐ฆ๐๐ฒ๐ฝ ๐ฅ๐ฎ๐ฝ๐ถ๐ฑ ๐๐ฒ๐ฒ๐ฝ ๐๐ถ๐๐ฒ ๐ช๐ผ๐ฟ๐ธ๐ณ๐น๐ผ๐:
1๏ธโฃ ๐ฆ๐๐ฎ๐ฟ๐ ๐๐ถ๐๐ต ๐ฎ ๐ด๐ฟ๐ฒ๐ฎ๐ ๐ฝ๐ฟ๐ผ๐บ๐ฝ๐ I use a custom Claude Project trained on the prompting documentation from OpenAI, Google, and Anthropic to create well-crafted research prompts. ๐๐ง ๐บ๐ฐ๐ถ ๐ฑ๐ณ๐ฆ๐ง๐ฆ๐ณ ๐๐ฑ๐ฆ๐ฏ๐๐, ๐บ๐ฐ๐ถ ๐ค๐ข๐ฏ ๐ข๐ญ๐ด๐ฐ ๐ถ๐ด๐ฆ ๐ข ๐๐ถ๐ด๐ต๐ฐ๐ฎ ๐๐๐ ๐ง๐ฐ๐ณ ๐ต๐ฉ๐ช๐ด.
2๏ธโฃ ๐๐ฒ๐ฝ๐น๐ผ๐ ๐๐ฒ๐ฒ๐ฝ ๐ฅ๐ฒ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต ๐ฎ๐ฐ๐ฟ๐ผ๐๐ ๐ฑ ๐๐ ๐๐ผ๐ผ๐น๐ ๐๐ถ๐บ๐๐น๐๐ฎ๐ป๐ฒ๐ผ๐๐๐น๐ I then use that prompt with five Deep Research tools โ Perplexity, ChatGPT, Claude, Gemini, and Grok. Each one approaches research and output differently, giving a broader perspective. ๐๐ง ๐บ๐ฐ๐ถ ๐ธ๐ข๐ฏ๐ต ๐ต๐ฐ ๐ซ๐ถ๐ด๐ต ๐ฑ๐ช๐ค๐ฌ ๐ฐ๐ฏ๐ฆ, ๐๐ฉ๐ข๐ต๐๐๐'๐ด ๐๐ฆ๐ฆ๐ฑ ๐๐ฆ๐ด๐ฆ๐ข๐ณ๐ค๐ฉ ๐ช๐ด ๐ด๐ญ๐ช๐จ๐ฉ๐ต๐ญ๐บ ๐ฃ๐ฆ๐ต๐ต๐ฆ๐ณ ๐ณ๐ช๐จ๐ฉ๐ต ๐ฏ๐ฐ๐ธ ๐ฃ๐ถ๐ต ๐ต๐ฉ๐ฆ๐บ'๐ณ๐ฆ ๐ข๐ญ๐ญ ๐ฆ๐น๐ค๐ฆ๐ญ๐ญ๐ฆ๐ฏ๐ต.
3๏ธโฃ ๐ฃ๐ฒ๐ฟ๐๐ผ๐ป๐ฎ๐น๐น๐ ๐ฒ๐ ๐๐ฟ๐ฎ๐ฐ๐ ๐ฎ๐ป๐ฑ ๐ผ๐ฟ๐ด๐ฎ๐ป๐ถ๐๐ฒ I scan the reports and copy the most compelling bits into my personal note-taking app so I can reference them later.
4๏ธโฃ ๐๐ฒ๐ป๐๐ฟ๐ฎ๐น๐ถ๐๐ฒ ๐ถ๐ป ๐๐ผ๐ผ๐ด๐น๐ฒ ๐ก๐ผ๐๐ฒ๐ฏ๐ผ๐ผ๐ธ๐๐ I export those research reports as PDFs and import them into NotebookLM along with any relevant URLs. This is my research hub. NotebookLM allows me to "chat" with the documents, returning footnoted and referenced answers. It can also generate a well-organized summary of all the research reports.
But here's where it gets interesting...
5๏ธโฃ ๐๐ฒ๐ป๐ฒ๐ฟ๐ฎ๐๐ฒ ๐ฎ ๐ฟ๐ฒ๐ฎ๐น๐ถ๐๐๐ถ๐ฐ ๐ฃ๐ผ๐ฑ๐ฐ๐ฎ๐๐ ๐ง I use NotebookLM to generate a realistic audio podcast from the material: two hosts discussing the research, sounding remarkably like a professional show. They debate points and explore nuances just like real hosts. It's amazing.
๐ก The podcast element is what really blows me away, even months after release. Itโs the perfect complement to reading the material. Plus, I can keep learning while driving around town, significantly expanding my window to absorb new information.