many benchmarks used to measure AI capabilities are, I think, contrived and lenient. here's a good real-life study, on whether AI can do your (US) tax returns; a domain with plentiful training data and documentation. the result: the best model only got 33% of returns correct arxiv.org/pdf/2507.16126