I want this for the visualization of very difficult to solve application evolution. This is for problems which have no known solution and are too complicated for an agent to figure out on its own. My current problem: can alphafold and related tools figure out the function of a gene that so far is unknown. Think of the monte carlo tree search in the alphago explanation videos. What if there was visualization that showed how the policy and value models worked so you can spot their flaws. I want the agent to build an attempt at a solution, then build a visualization of it, then run the solution and show me what is it up to. I want to it pause and explain its state so I can see exactly where and why the solution fails.