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Nav Toor
@heynavtoor
Most people use Claude like a search box. Ask, answer, close tab. They are leaving the best feature locked.
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Nav Toor
@heynavtoor
Save this :)
Nav Toor
@heynavtoor
Stanford built a research system called STORM. In peer reviewed testing it produced articles 25 percent more organized than the next best method. It is open source. It is free. Almost nobody knows you can run the same idea inside Claude with 4 prompts.
Nav Toor
@heynavtoor
No software. No GitHub. No setup. Just paste. 5 minutes from now you will know more about your topic than people who spent days reading.
Nav Toor
@heynavtoor
Here is the full method.
Nav Toor
@heynavtoor
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Nav Toor
@heynavtoor
---
Nav Toor
@heynavtoor
## Phase 1: What STORM Actually Is
Nav Toor
@heynavtoor
STORM stands for Synthesis of Topic Outlines through Retrieval and Multi perspective Question Asking. It was published at NAACL 2024 by the Stanford OVAL Lab.
Nav Toor
@heynavtoor
You can try the live version at storm.genie.stanford.edu. Free. No sign up. Type a topic and watch it write a sourced article in front of you.
Nav Toor
@heynavtoor
A 12 minute walkthrough video is here: STORM by Stanford on YouTube. Worth watching once.
Nav Toor
@heynavtoor
The full code is at github.com/stanford-oval/storm. MIT license. Run it on your own laptop if you want.
Nav Toor
@heynavtoor
But here is the real prize. You do not need any of it. The Stanford method is just a way of thinking. You can run that same thinking inside Claude with 4 copy paste prompts.
Nav Toor
@heynavtoor
That is what the rest of this article is.
Nav Toor
@heynavtoor
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Nav Toor
@heynavtoor
---
Nav Toor
@heynavtoor
## Phase 2: Why One Prompt Will Always Fail
Nav Toor
@heynavtoor
When you ask Claude "tell me about X" you get the majority view. The most common framing. The surface.
Nav Toor
@heynavtoor
What you do not get is the practitioner who works with X every day. The skeptic who thinks the field is wrong. The economist who follows the money. The historian who has seen the pattern before. The academic who actually read the studies.
Nav Toor
@heynavtoor
Those five voices all see different things. That is what a PhD student does. They do not ask one question. They ask five.
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