muckrAIkers

One Big Bad Bill


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In this episode, we break down Trump's "One Big Beautiful Bill" and its dystopian AI provisions: automated fraud detection systems, centralized citizen databases, military AI integration, and a 10-year moratorium blocking all state AI regulation. We explore the historical parallels with authoritarian data consolidation and why this represents a fundamental shift away from limited government principles once held by US conservatives.

  • (00:00) - Intro
  • (01:13) - Bill, general overview
  • (05:14) - Bill, AI overview
  • (07:54) - Medicaid fraud detection systems
  • (11:20) - Bias in AI Systems and Ethical Concerns
  • (17:58) - Centralization of data
  • (30:04) - Military integration of AI
  • (37:05) - Tax incentives for development
  • (40:57) - Regulatory moratorium
  • (47:58) - One big bad authoritarian regime

  • Links
    • Congress page on the One Big Beautiful Bill Act
    • NYMag article - Republicans Admit They Didn’t Even Read Their Big Beautiful Bill
    • Everything is Horrible Blogpost - They Did Vote For This (GOP House Edition)

    Authoritarianism

    • Historical context
      • Holocaust Encyclopedia article - Gleichschaltung: Coordinating the Nazi State
      • Wikipedia article - 1943 Amsterdam civil registry office bombing
      • Wikipedia article - Four Ds
    • Conservative leaning, pro-privacy, anti-government
      • Data Governance Hub blogpost - Review and Literature Guide of Trump’s “One Big Beautiful Dataset”
      • Cato Institute blogpost - If You Value Privacy, Resist Any Form of National ID Cards
      • American Enterprise Intitute blogpost - The Dangerous Road to a “Master File”—Why Linking Government Databases Is a Terrible Idea
      • EFF blogpost - The Dangers of Consolidating All Government Information
    • ACLU against national ID cards
      • ACLU main page on national ID cards
      • ACLU blogpost - National Identification Cards: Why Does the ACLU Oppose a National I.D. System?
      • ACLU blogpost - 5 Problems with National ID Cards
    • Inherent unfairness of ML
      • Lighthouse Reports investigation - The Limits of Ethical AI
      • Lighthouse Reports investigation - Suspicion Machines
      • Amazon Science publication - Bias preservation in machine learning: The legality of fairness metrics under EU non-discrimination law
      • Michigan Technology Law Review article - The Unfairness of Fair Machine Learning: Levelling down and strict egalitarianism by default
      • Wired article - Health Care Bias Is Dangerous. But So Are ‘Fairness’ Algorithms

    Military

    • WallStreet Journal article - The Army’s Newest Recruits: Tech Execs From Meta, OpenAI and More
    • Trump executive order - Unleashing American Drone Dominance
    • Anthropic press release - Claude Gov Models for U.S. National Security Customers

    Moratorium on State AI Regulation

    • TechPolicy.Press article - The State AI Laws Likeliest To Be Blocked by a Moratorium
    • Forbes article - Colorado’s AI Law Still Stands After Update Effort Fails

    Other Sources

    • KPMG report - Incentives and credits tax provisions in “One Big Beautiful Bill Act”
    • The Register article - Trump team leaks AI plans in public GitHub repository
    • WallStreet Journal article - To Feed Power-Wolfing AI, Lawmakers Are Embracing Nuclear
    • CBS Austin article - IRS direct file program exceeded its expectations but faces uncertain future
    ...more
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    muckrAIkersBy Jacob Haimes and Igor Krawczuk