Hello.
Why not realtime, open, competitive forecasting?
It would be easy to set up something similar to this:
http://dev.microprediction.org/stream_dashboard.html?stream=pandemic_infected
(which uses https://pypi.org/project/pandemic/ so not real data, just an example)
and have folks compete to predict. Various looping patterns could be used to trick
algorithms into providing realtime forward looking predictions.
Peter
Miscellaneous thoughts on modeling here, as a pure aside:
https://www.swarmprediction.com/articles.html