Breaking: AI Can’t Close Your Books From the Outside (Yes, Including Jev)

Frontier models haven’t improved at accounting on their own. One-shot LLM classification has plateaued (and actually declined since June). Accuracy improves with access to ledger history, but at significantly higher cost and token usage.