To test it further in live environment (additional to enterprise environment of our customers), we participated with Kapso in AI olympiad this year, and surpassed all human participants, and became top 3 AI systems: https://ioai-official.org/ai-models-track/ioai%c2%b2-2026-re.... In IOAI2, six expert-designed tasks, a single-GPU, and 2 hours budget were given to autonomous agents for deliver solutions without any human intervention.
I think Kapso could be used as an _incredible_ resource to AB test internal architectural changes to complex models with many moving parts ...
I think if a task is iterative and needs experimentation to find the optimal solution, then Kapso can be used there (hopefully helps)!