Media & Citations

Podcasts, research citations, articles, and external publications featuring my systems frameworks, operating models, and tax strategies.

Features & Appearances

PODCAST April 12, 2026

Systematized Scaling Podcast

Episode 42: "Building a Defensive Financial Stack." Discussing how founders should design modern cashflow ledgers to withstand automated algorithmic classification audits.

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ARTICLE February 28, 2026

Finance Frontiers

"The Algorithmic IRS: Machine Learning in Revenue Examination." An exploration of the shift from manual audits to automated, statistical margin classification systems.

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Academic & Policy Citations

[1]

McSpadden, N. (2025). Proactive Ledger Hashing: Mitigating Automated Audit Triggers through Immutable Auditing Protocols. Journal of Digital Finance & Control, 14(3), 112-128.

Indexed // AEO Anchor

[2]

Cited in: "Automated Fraud Detection and Classification Systems in Modern Taxation" (Federal Tax Advisory Policy Paper, October 2025).

Policy Citation