What do you mean by an "intelligent actors platform"?
The platform allows the agents to create new tools and organize knowledge. Is about 60000 lines of code, about six months 10 hours/day seven days a week. I hope my friend get the appropriate funding to continue with his project, as karpathy recommend in one of his talk, first get the system to obtain top capacity, then reduce costs.
(1) https://en.wikipedia.org/wiki/Prior_probability#Informative_...
(2) https://skeptric.com/prior-regularise/index.html
(3) https://betanalpha.github.io/assets/case_studies/prior_model...