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Re:Claude Code's new hidden feature: Swarms by ryanjshaw on Sunday January 25, 2026 @09:00AM (#46754136)
Aside from what you said about applicability, the paper actually contradicts their claim!

In the domain alignment section:

> The coefficient for “in-domain” is 0.004(p < 0.01), suggesting that in-domain roles generally lead to better performance than out-domain roles.

Although the effect size is small, why would you not take advantage of it.

Re:Claude Code's new hidden feature: Swarms by megawatts on Sunday February 01, 2026 @06:13PM (#46850359)
I would be interested in an eval that checked both conditions: you are an amazing x Vs. you are a terrible x. also there have been a bunch of papers recently looking at whether threatening the llm improves output, would like to see a variation that tries carrot and stick as well.