back
Get SIGNAL/NOISE in your inbox daily

The United States loses approximately $1 trillion annually in uncollected taxes, presenting a significant challenge that artificial intelligence and modernized systems could help address.

The scale of the problem: The U.S. tax gap, representing taxes owed but unpaid, amounts to nearly 20% of potential revenue, dwarfing the rates seen in other developed nations.

  • The U.S. national debt has surpassed $36 trillion, exceeding the combined debt of over 170 other countries
  • Denmark, by comparison, maintains a tax gap of less than 2% of revenue
  • The annual tax gap alone could cover the entire interest payment on U.S. debt while potentially enabling tax reductions

Root causes of the crisis: The U.S. tax system’s complexity and outdated infrastructure create significant barriers to efficient tax collection and compliance.

  • The tax code spans over 100,000 pages of complex regulations
  • The IRS continues to rely on technology infrastructure dating back to the 1960s
  • In contrast to countries like Sweden, where tax filing takes minutes, U.S. taxpayers often spend months on the process

Current approach limitations: The IRS’s traditional enforcement strategies have proven inefficient and costly.

  • Recent $60 billion funding from the Inflation Reduction Act has primarily funded personnel rather than technology
  • More than half of wealthy taxpayer audits result in no changes
  • Each audit costs approximately $100,000 to conduct

AI-powered solutions: Modern technology offers several promising approaches to reduce the tax gap.

  • AI-powered call centers could provide pre-filing assistance and reduce errors
  • Automated systems could perform real-time error detection and prevention
  • Smart filling systems could flag inconsistencies and detect underreporting during the filing process
  • Up to 30% of audits could be automated according to McKinsey research

International precedent: Several developed nations have successfully implemented AI strategies in their tax systems.

  • Countries like Spain and France have demonstrated the effectiveness of AI in tax administration
  • These implementations provide proven models for U.S. modernization efforts
  • Success stories show the potential for significant revenue recovery through technological innovation

Looking ahead – transformation possibilities: The combination of public support and technological capability creates a unique opportunity for meaningful reform.

  • With 93% of Americans viewing tax payment as a civic duty, there is broad support for improving the system
  • The potential to recover a significant portion of the $1 trillion annual tax gap presents a compelling case for modernization
  • Success would require shifting from a personnel-heavy approach to a technology-first strategy with targeted human intervention for complex cases

Critical considerations: While AI and modernization present promising solutions, implementation must be carefully managed to ensure fairness, accessibility, and effectiveness while maintaining taxpayer privacy and security.

Recent Stories

Oct 17, 2025

DOE fusion roadmap targets 2030s commercial deployment as AI drives $9B investment

The Department of Energy has released a new roadmap targeting commercial-scale fusion power deployment by the mid-2030s, though the plan lacks specific funding commitments and relies on scientific breakthroughs that have eluded researchers for decades. The strategy emphasizes public-private partnerships and positions AI as both a research tool and motivation for developing fusion energy to meet data centers' growing electricity demands. The big picture: The DOE's roadmap aims to "deliver the public infrastructure that supports the fusion private sector scale up in the 2030s," but acknowledges it cannot commit to specific funding levels and remains subject to Congressional appropriations. Why...

Oct 17, 2025

Tying it all together: Credo’s purple cables power the $4B AI data center boom

Credo, a Silicon Valley semiconductor company specializing in data center cables and chips, has seen its stock price more than double this year to $143.61, following a 245% surge in 2024. The company's signature purple cables, which cost between $300-$500 each, have become essential infrastructure for AI data centers, positioning Credo to capitalize on the trillion-dollar AI infrastructure expansion as hyperscalers like Amazon, Microsoft, and Elon Musk's xAI rapidly build out massive computing facilities. What you should know: Credo's active electrical cables (AECs) are becoming indispensable for connecting the massive GPU clusters required for AI training and inference. The company...

Oct 17, 2025

Vatican launches Latin American AI network for human development

The Vatican hosted a two-day conference bringing together 50 global experts to explore how artificial intelligence can advance peace, social justice, and human development. The event launched the Latin American AI Network for Integral Human Development and established principles for ethical AI governance that prioritize human dignity over technological advancement. What you should know: The Pontifical Academy of Social Sciences, the Vatican's research body for social issues, organized the "Digital Rerum Novarum" conference on October 16-17, combining academic research with practical AI applications. Participants included leading experts from MIT, Microsoft, Columbia University, the UN, and major European institutions. The conference...