Doomscroll News

Tag: transparency

  • From Field Report to Digital Ghost: An Archival and Technical Analysis of the Project Blue Book Case Files

    Executive Summary

    The illegibility and challenging nature of the digitized Project Blue Book files are not the result of a single error but a “perfect storm” of cumulative degradation across distinct historical eras. This report concludes that the poor quality of the records is an unintentional byproduct of their entire lifecycle, from creation to digitization. The core issues stem from three phases: 1) The original documents were created as functional, ephemeral field reports with no thought to archival permanence, resulting in rushed handwriting and varied formats. 2) Subsequent archival processing in the 1970s, including photocopying for redaction and microfilming for preservation, introduced significant, irreversible quality loss due to the technological limitations of the time. 3) Modern digitization efforts, scanning from these already-degraded microfilm copies, compounded the existing flaws and created a final digital product that is a faint, distorted “ghost” of the original records, posing immense challenges for both human researchers and automated text recognition software.

    Glossary of Acronyms

    • NARA: National Archives and Records Administration
    • OCR: Optical Character Recognition
    • OSI: Office of Special Investigations (U.S. Air Force)
    • PII: Personally Identifiable Information
    • UAP: Unidentified Anomalous Phenomena
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  • Abolish the BLS Jobs Report

    There’s a compelling argument that the government’s method of mass counting jobs serves to obscure, rather than clarify, the true composition of the labor force. The BLS itself acknowledges that its surveys likely include illegal aliens, as the system isn’t designed to identify their legal status. This aggregate approach allows for the convenient bundling of all workers, making it impossible to discern the number of jobs held by citizens versus non-citizens, including undocumented workers or those on temporary visas. A system of transparent, individual company reporting would bring immediate clarity. If companies were responsible for reporting their own hiring data, any significant reliance on non-citizen labor would be far more apparent, holding both the companies and policymakers accountable for the real-world effects of immigration and labor policies.

    The monthly BLS jobs report is an obsolete and harmful system that should be abolished. Its monthly release is a recurring trap for retail investors, who are systematically disadvantaged by high-frequency trading algorithms that instantly trade on the numbers before the public can react (you’re literally at work and they’re gaming you). This turns a supposedly transparent economic indicator into a tool for institutional players to profit from manufactured volatility.

    Furthermore, the data itself is often unreliable, with significant upward or downward revisions frequently undermining the accuracy of the initial reports that cause these market shocks.

    Fundamentally, a free country should not rely on the government to be the central arbiter of economic information. This mass counting of jobs is an overstep of its role. Instead, we should foster a system where companies report their own data, allowing for a more organic and less centralized flow of information. This would end the monthly market convulsions and restore a measure of fairness for the individual investor.

  • The AI Auditor: Can Machine Learning Finally End the Era of Wasteful Government Healthcare Spending?

    The Black Hole of Healthcare Spending

    There are staggering statistics about the current US national debt and the percentage attributed to healthcare programs like Medicare and Medicaid.

    There are well-documented problems of fraud, waste, and abuse: upcoding, phantom billing, medically unnecessary procedures …

    Traditional human-led audits are slow, expensive, and only catch a tiny fraction of the problem, creating a massive accountability gap.

    Enter the AI Auditor, A New Paradigm for Transparency

    Using advanced AI and machine learning models to analyze massive healthcare claims datasets in real-time.

    AI can identify complex patterns of fraud that are invisible to human auditors: collusive networks of providers, subtle anomalies across millions of claims …

    The current model is “pay and chase” … what about a future of “pre-payment verification” where AI flags suspicious claims before a single taxpayer dollar is spent?

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  • The Automated Watchdog: Promise and Peril of AI in Government Auditing

    The Automated Watchdog: Promise and Peril of AI in Government Auditing

    1. The Potential Benefits of AI Auditors

    • Massive Data Processing: AI can analyze entire government spending databases (e.g., USASpending.gov) in minutes, a task that is physically impossible for human teams.
    • Real-Time Anomaly Detection: Unlike traditional audits that are often retrospective, AI can flag suspicious transactions, contracts, or grant awards as they happen, enabling proactive intervention.
    • Enhanced Pattern Recognition: AI excels at identifying complex, subtle patterns of waste or fraud across multiple agencies and years that would be invisible to human auditors.
    • Potential for Non-Partisan Oversight: When properly designed and constrained, AI systems can apply auditing rules consistently, reducing the potential for human bias or political influence in routine checks.

    2. Inherent Risks and Systemic Blind Spots

    The risks extend beyond simple technical errors and encompass systemic vulnerabilities that could undermine the entire oversight framework.

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  • Information Blockade: A Flawed System, Tainted Actors, and the COVID-19 Response

    Information Blockade: A Flawed System, Tainted Actors, and the COVID-19 Response

    A defective system governing taxpayer-funded research, coupled with questionable corporate actors, hampered the nation’s ability to respond to the COVID-19 crisis. This information blockade had dire consequences, not only for public health but also for the very companies that were supposed to be at the forefront of innovation.

    The problem stems from a long-standing policy that has prioritized corporate profits over public access to critical information. In 2013, the Obama administration’s White House Office of Science and Technology Policy (OSTP), then led by Director John P. Holdren, issued a memorandum entitled “Increasing Access to the Results of Federally Funded Scientific Research.” This memo established a 12-month embargo period, allowing publishers to lock away taxpayer-funded research for a full year.This delay, a significant impediment in a rapidly evolving public health crisis, was a compromise to appease the highly profitable academic publishing industry.

    This dysfunctional system created a breeding ground for opportunism and mismanagement.

    • Delayed Access, Stalled Innovation: The 12-month embargo meant that crucial data on clinical trials, epidemiological models, and virology was often obsolete by the time it became freely available. This left not only the American public in the dark, but also the very companies developing diagnostic tools. The Freedom of Information Act (FOIA) process, which should have provided a swift path to public data, was also rendered ineffective, with requests for vital information stalled for years, well beyond the supposed two-week turnaround for a clear and present danger.
    • Corporate Casualties and Questionable Practices: The story of Lucira Health exemplifies the devastating consequences of this information bottleneck. The company, which developed a promising combined COVID-19 and flu test, was financed by Silicon Valley Bank (SVB) and Hercules Capital, securing a debt facility of up to $80 million. However, Lucira was forced to file for Chapter 11 bankruptcy after a slower-than-anticipated FDA Emergency Use Authorization (EUA) process for its new test created a fatal cash crunch. Pfizer then acquired the company’s assets for a mere $36.4 million. The collapse of SVB, which held deposits for numerous Chinese companies, has also raised concerns. Treasury Secretary Janet Yellen confirmed that uninsured depositors in SVB, including those with ties to the Chinese Communist Party, would be made whole by the American banking system. This has led to questions about potential conflicts of interest, especially given the belief that the COVID-19 virus originated in a lab in Wuhan, China.
    • A System Admitting Failure: In a tacit admission of the system’s shortcomings, the White House OSTP issued a new memo in August 2022, mandating that all taxpayer-funded research be made freely and immediately available by the end of 2025, effectively ending the 12-month embargo. While a welcome change, this comes as cold comfort for the companies and the public who were failed by a system that prioritized profits and secrecy over transparency and innovation during a critical time of need.

  • The Autopen Republic: An Exposé on Legislative Negligence

    The Autopen Republic: An Exposé on Legislative Negligence

    The assertion that “no one has ever read an entire bill before voting on it” rings with a cynical truth that many Americans feel deep in their bones. It’s a damning indictment of a broken system. This isn’t about lofty ideals or the complexities of modern governance; it’s about a fundamental failure of duty. We demand proof of review, a guarantee that our laws are not passed by autopilot. The era of excuses is over.

    By the Numbers: A Crisis of Volume and Verbiage

    The sheer scale of legislation has become a convenient shield for lawmakers. But a look at the data reveals a problem that has spiraled out of control.

    • The Longest Bill: The record for the longest bill ever passed goes to the Consolidated Appropriations Act of 2021. At an obscene 5,593 pages, it was a behemoth spending bill combining COVID-19 relief with a $1.4 trillion omnibus package. To expect any single human to read, comprehend, and critically analyze this mountain of text before voting is a physical and cognitive impossibility. It was signed into law by President Trump on December 27, 2020, after passing both houses of Congress with large bipartisan majorities just days earlier.
    • The Shortest Bill: In stark contrast, some legislation can be very brief. In 2017, a bill was introduced in the House with a single sentence: “The Environmental Protection Agency shall terminate on December 31, 2018.” While this bill did not pass, it demonstrates that brevity can be a tool for radical change.
    • The “Average” Bill – A Rising Tide of Text: The very concept of an “average” bill is misleading, but the trend is undeniable. In the 1947-48 session, the average law was just 2.5 pages. Today, that average has ballooned to nearly 18 pages. More complex legislation often exceeds 1,000 pages. The Patient Protection and Affordable Care Act (ACA) in 2010, for example, clocked in at over 2,500 pages.
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  • Don’t Ground ‘Quiet Skies’: A Proposal for Smarter, Safer Aviation Security

    Don’t Ground ‘Quiet Skies’: A Proposal for Smarter, Safer Aviation Security

    The recent announcement that the TSA is ending its “Quiet Skies” program has been framed as a victory against wasteful spending and political misuse. While any program that costs taxpayers millions and is used to target political opponents deserves scrutiny, scrapping Quiet Skies entirely is a dangerously simplistic solution. I have a nuanced critique: the core concept of the program is not only sound but essential. The problem wasn’t the mission; it was the flawed execution and political weaponization. Instead of ending the program, we should be reforming it into a smarter, more effective tool that truly secures our nation.

    First, the idea of using dedicated analysts and undercover air marshals is a good one. However, their mission should be dovetailed with other tangible needs in our struggling aviation sector. Imagine if their observational data could be used for quality control or to assist our overburdened Air Traffic Control system. This would add immense value beyond pure counter-terrorism and justify the program’s existence on multiple fronts.

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