Perhaps I'm seeking an "AlphaGo moment" for Active inference, where using the framework leads to building algorithms that are on par with or surpass humans on some task(s).

The Active Inference man himself! Thank you so much for replying! After going through the article, it still didn't address what SOTA benchmarks we're solving with ActInf. Having an explainable physics discovery is very insightful, but how do you aim to benchmark it?

How does Popper come in here?

Ahh this looks like an interesting read, thanks for sharing!

There's a CompNeuro one: go.bsky.app/7VFUkdn

Thank you so much for sharing this!