# Uncle Sam

Type: Person

Source: Legal & RegTech Intelligence Brief — https://getlegalbrief.com/entity/uncle-sam
Canonical HTML page: https://getlegalbrief.com/entity/uncle-sam

## Timeline

- **2026-03-22**: GAO Audit Confirmation — Government Accountability Office confirms the increased use of machine learning in audit selection.
- **2025-01-15**: DIF Scoring Phase — Automated systems assign risk scores to returns based on statistical deviations.
- **2024-10-01**: FY 2024 Commencement — IRS begins processing the 266 million returns for the fiscal year.

## Recent coverage (1 stories)

### IRS Leverages AI and Machine Learning to Target 500,000+ Audits in FY 2024
2026-03-23 00:09:49 · Sentiment: Neutral · Impact: 5/10 · Sources: 3

The IRS audited over 505,000 tax returns in fiscal year 2024, utilizing the advanced Discriminant Function System (DIF) and machine learning to identify high-risk filings. This shift toward algorithmic enforcement marks a significant evolution in regulatory oversight, focusing on statistical anomalies and third-party data cross-referencing.
Full story: https://getlegalbrief.com/story/irs-audit-data-machine-learning-regtech-impact

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