Editorial team
Content is produced by an AI-augmented editorial team: research and drafting are AI-assisted and reviewed by the named desk editor against primary public-data sources before publication.
Nathan Cole
Tax Data Editor
IRS Revenue Procedures and state-tax parameters
Sophia Reinhardt
Tax Standards Editor
Tax-outcome framing, assumptions, and editorial standards
Read more about our standards in the Editorial Policy, Fact-Checking Policy, and methodology.