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release: "draft"
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# Follow-Up

## What is in scope

## The paired panel is three-way, not bimodal

![Paired-panel intervention taxonomy](../../assets/blog/wonton-soup-follow-up/fig16-followup-taxonomy.png)

## Constraint-generated competency 

![Provider-specific intervention outcomes on the paired panel](../../assets/blog/wonton-soup-follow-up/fig17-followup-provider-splits.png)

## Tactic roles are visible

## Is basin structure provider-specific?

![Basin multistability versus blind-relative gain](../../assets/blog/wonton-soup-follow-up/fig18-followup-basins.png)

## $K$-metric context
For the broader framing on cognition across heterogeneous substrates, see Robert Chis-Ciure and Michael Levin, "Cognition all the way down 2.0: neuroscience beyond neurons in the diverse intelligence era," *Synthese* 206, 257 (2025), [doi:10.1007/s11229-025-05319-6](https://doi.org/10.1007/s11229-025-05319-6).