Obviously massive improvements to eval. realism could be made, and also I am still telling Qwen that the message-board exists (though I think I could elicit the ability to find the message board), but this could work as a model-organism for eliciting message-board use from open-source models (and therefore apply e.g. mech-interp. to understand more, or training techniques to eliminate such usage).
Some funding may also be nice; my progress w.r.t. this seems to be mostly limited by very cheap fiscal factors (e.g. coding agent rate limits, and a lack of OpenRouter tokens).