# AI Tax Preparation

1 article

Weekly AI Roundup for Accountants: The AI tax-prep wars just began

Weekly AI Roundup for Accountants: The AI tax-prep wars just began

Canopy, Drake, and Firm360 shipped AI tax-prep automation on the same day, the largest open-weight model ever released is days from being free to download, and OpenAI's CFO published an AI ROI scorecard with no line for verification. The pattern across the week: everything below the review layer is being absorbed or given away — and the review layer is what's left to charge for.

Peter McCarroll
Peter McCarroll