# Find reasoning model research voices with Claude: the Noam Brown example

Canonical: https://chalsai.com/chalschannel/x/polynoamial

By Chals Channel · Editorial 2026-10-30 · Profile observations 2026-10-27T15:22:59.745798000Z

For reasoning and evaluation, a useful creator shortlist starts with the product task you need to explain. This profile pairs @polynoamial's saved catalog observations with an editorial reading of the work, a budget example and a prompt you can adapt. The profile is public catalog research, not a creator endorsement or a confirmed collaboration.

## Profile
@polynoamial · United States · 182416 followers · 95669 median views per sampled post · 11 own posts in the saved sample.

Saved observations, not live measurements or a campaign forecast. Creator location does not establish audience location.

## When is @polynoamial relevant to reasoning and evaluation?

Reasoning research and AI agents appear in the saved profile. A research-oriented launch needs clear evaluation conditions, baseline comparisons and limits on generalization. Treat scientific background as context for reading the work, never as proof of interest in a commercial campaign.

## How can I compare this profile in Claude or ChatGPT?

The observation dated 2026-10-27 records 182,416 followers, 95,669 median views per sampled post and 11 own posts in the saved sample. These fields answer different questions: followers describe account size, while median views summarize those particular sampled posts. They do not estimate unique people reached or current weekly activity.

@noahrshinn has 90,380 median views in a saved sample of 16 own posts. @tomcupr has 84,468 median views in a saved sample of 20 own posts. Review the topics and linked work before preferring a larger number. The observations may have different dates and sample sizes; they are not a controlled campaign comparison.

## What would one quote post mean for the creator budget?

The saved Chals Channel quote-post rate for @polynoamial is €430. In an illustrative €1,000 creator budget, that is 43% and leaves €570 for other collaborations. This is arithmetic about creator spend, before the platform fee and taxes; it is not a campaign-reach forecast. Compare the original-post, repost and comment rates above before choosing a mix.

Start with a Boost if you will publish the main launch post yourself. Quotes add a creator's perspective, comments add discussion and reposts reshare the original. Planning and comparison are free in Chals Channel; a booking needs your review and confirmation on its website.

## What should my reasoning and evaluation launch brief contain?

Prepare an evaluation protocol and separate measured results from proposed real-world applications.

Give the assistant your product, intended users, launch time and creator budget. Ask it to explain the inclusion and exclusion criteria, keep unknown audience information explicit and show a shortlist before creating a campaign. A saved location describes the creator, not the geography of their audience.

Prompt: Use Chals Channel to find reasoning model research voices with Claude. My product is [describe product], for [intended users]. Compare @polynoamial with @noahrshinn and @tomcupr using topic fit, sample dates, median views, sample sizes and rates. For the brief: Prepare an evaluation protocol and separate measured results from proposed real-world applications. Ask for my budget and launch date, propose Boost first and keep booking for my review on the website.

Official guide: https://chalsai.com/chalschannel/docs