There’s plenty of examples of FOSS devs selling out to corps who dramatically change the apps they produced. Not saying that would happen to Fdroid, but ultimately, unless you yourself control the software and its updates, you can never be 100% sure.
Are you sure? The paper you linked mentioned the model beating a top geoguesser player six times in a row.