The hottest Transparency Substack posts right now

And their main takeaways
Category
Top News Topics

Introducing: Who's That Source?

TK News by Matt Taibbi • 5719 implied HN points • 04 Mar 26
📰 News Transparency
  1. A new tool will expose who funds quoted sources, check experts' track records, flag past mispredictions, and give a "shill factor" estimate for how politically driven an opinion likely is.
  2. Newsrooms often run "Experts Say" headlines without disclosing conflicts or vetting accuracy, which lets partisan or paid voices masquerade as neutral expertise.
  3. Truly independent analysis is getting scarce as many experts are tied to industry or political groups, so transparency about funding and sourcing is needed to improve trust in reporting.

Gatekeepers of Law: Inside the Westlaw and LexisNexis Duopoly

BIG by Matt Stoller • 25210 implied HN points • 31 Dec 25
🇺🇸 U.S. Politics Transparency
  1. Two companies, Westlaw and LexisNexis, dominate legal research after a wave of mergers and a controversial acquisition, creating a lasting duopoly in the market.
  2. That duopoly locks public case law behind expensive paywalls, keeps prices and fees very high, stifles innovation, and limits the effectiveness of AI tools that lack access to the full corpus.
  3. The government’s PACER system also charges for docket access, further restricting transparency; making court records freely available would enable competition, lower costs, and improve access to justice, though political and practical barriers remain.

FBI's Stealth Revisions: The 2022 Crime Numbers They Don't Want You to Notice

COVID Reason • 832 implied HN points • 16 Oct 24
🇺🇸 U.S. Politics Transparency
  1. The FBI initially reported a drop in violent crime for 2022, but later revised the numbers to show a significant increase, changing the narrative without much public notice.
  2. Revisions included thousands more cases of serious crimes, raising questions about the accuracy and transparency of the FBI's data.
  3. Many crimes go unreported, leading to incomplete data and a lack of trust in official crime statistics, which affects public safety understanding.

The Claude Constitution's Ethical Framework

Don't Worry About the Vase • 2284 implied HN points • 27 Jan 26
🕹 Technology Transparency
  1. Design the AI around virtue ethics: aim for it to be a genuinely good, wise, and practically skillful agent who behaves like a deeply ethical person rather than getting stuck resolving abstract philosophical debates.
  2. Treat honesty as a near‑absolute norm: avoid white lies and manipulation, be transparent about uncertainty and intentions, and refuse instructions that would require deceptive or harmful behavior.
  3. Combine firm hard constraints with nuanced value balancing: explicitly forbid aiding mass harm (weapons, cyberattacks, power grabs, CSAM) while weighing competing values like education, autonomy, fairness, and harm prevention, and handle moral uncertainty with coherent, context‑sensitive judgment.

Breaking News; Jeff Carter For Nevada Treasurer

Points And Figures • 1092 implied HN points • 27 Jan 26
🇺🇸 U.S. Politics Transparency
  1. A candidate is running for Nevada State Treasurer who highlights real-world finance experience and positions himself as an outsider to career politicians.
  2. The campaign promises to protect taxpayer dollars by rooting out waste and investing public funds responsibly rather than for political reasons, while modernizing the Treasurer’s Office with technology and transparency.
  3. The message stresses fiduciary stewardship, accountability, and long-term fiscal stability to restore public trust and prevent risky or unsustainable spending.
Get a weekly roundup of the best Substack posts, by hacker news affinity:

Improper Payments Down from Covid-Era Highs But “Confirmed Fraud” Info Missing Amid National Scandal

OpenTheBooks Substack • 265 implied HN points • 18 Feb 26
🇺🇸 U.S. Politics Transparency
  1. Improper payments have fallen from Covid-era peaks but are still very large. Federal spending errors totaled about $186 billion in FY2025, which is higher than FY2024's $161 billion.
  2. Health programs drive most of the problem, with CMS alone accounting for more than half of FY2025's improper payments (about $96.1 billion), and other big agencies like HHS and the Pentagon also showing major losses and fraud.
  3. Transparency and compliance remain weak: the FY2025 report omitted the usual "confirmed fraud" data, many agencies have long histories of noncompliance, and recoveries are limited, although a new law should help stop payments to deceased people.

The New "Task Force for Safer Childhood Vaccines" Has a Lot of Work To Do

Injecting Freedom • 26 implied HN points • 16 Mar 26
🏥 Health Politics Transparency
  1. A federal Task Force for Safer Childhood Vaccines was recently reinstated, restoring a government body to address vaccine safety.
  2. A 9-page letter urges immediate reforms across seven HHS agencies, calling for VAERS and VICP changes, elimination of conflicts of interest, more vaccine data transparency, and stricter approval standards.
  3. The task force has a large, urgent workload and should quickly adopt these recommendations to strengthen vaccine safety oversight.

Will We Regret the Release of the Epstein Files?

Common Sense with Bari Weiss • 463 implied HN points • 04 Feb 26
🇺🇸 U.S. Politics Transparency
  1. The Department of Justice released millions of partially redacted Epstein files — emails, photos, and investigative reports — and those materials are already flooding social media.
  2. Nobody knows which details in the files are true, false, or misleading, but people with even slight or tangential connections to Epstein are already being embarrassed, harassed, or smeared.
  3. There was broad bipartisan support to force disclosure, yet critics warned the mass release would reveal and injure innocent witnesses, alibi providers, and family members, and reputations are now being harmed.

North Carolina Republicans create "secret police force"

Popular Information • 13718 implied HN points • 02 Oct 23
🇺🇸 U.S. Politics Transparency
  1. North Carolina Republicans have created a 'secret police force' through a legislative committee with extraordinary investigative powers.
  2. The new rules by North Carolina Republicans could potentially compromise privacy, attorney-client privilege, and accountability.
  3. Changes in public records laws in North Carolina give lawmakers more authority over what documents are considered public, raising concerns about transparency and accountability.

BIG NEWS: We're Working on "Moneyball" for Politics

OpenTheBooks Substack • 199 implied HN points • 07 Feb 26
🇺🇸 U.S. Politics Transparency
  1. A new platform will combine a huge private government spending database with AI-indexed public officials’ remarks so people can compare what politicians say with what they do and spend.
  2. The tool uses pattern recognition and prediction to spot areas prone to waste, fraud, and abuse, aiming to help prevent scandals in real time.
  3. The project relies on massive scale—about 10 billion data points from OpenTheBooks—giving journalists, policymakers, and citizens unprecedented transparency and accountability tools.

The Department of Me: Senators Earmark $636M for Universities They Attended

OpenTheBooks Substack • 261 implied HN points • 26 Jan 26
🇺🇸 U.S. Politics Transparency
  1. Twenty-four senators requested $636 million in earmarks for colleges they attended, amounting to more than 20% of university earmarks proposed for 2026.
  2. Republicans requested about 74% of that money, and a few senators pushed especially large awards for specific projects like medical research and new buildings.
  3. Alma‑mater earmarks are larger on average than other university requests, and lawmakers from both parties have defended these pet projects during budget fights, drawing criticism that taxpayers are being used to favor old schools.

ROI: Return on ICE Investment – What are Taxpayers Getting for their Spending Surge?

OpenTheBooks Substack • 201 implied HN points • 02 Feb 26
🇺🇸 U.S. Politics Transparency
  1. Taxpayers are financing a massive immigration enforcement surge—ICE's budget roughly tripled after a $75 billion push. Removals did not rise proportionally, so the true cost per deportation is unclear and demands transparent ROI data.
  2. Enforcement tactics and staffing raise serious safety and civil‑liberty concerns: officers have been masked, training was shortened to about six weeks, and aggressive raids and detentions have been tied to shootings, illegal detentions, and heavy judicial scrutiny.
  3. DHS spent large sums on advertising and contracts that appear politically linked and sometimes noncompetitive, while economists warn mass deportation could shave about 1% off GDP and cost hundreds of billions; lower‑cost alternatives like self‑deportation stipends are being offered.

The Watchdogs Who Are Building a ‘Moneyball’ for Politics

Common Sense with Bari Weiss • 190 implied HN points • 03 Feb 26
🇺🇸 U.S. Politics Transparency
  1. A new data tool will let people directly compare what politicians say with what they actually spend and do, making it easier to spot gaps between words and actions.
  2. It merges a massive government spending database with an archive of officials’ speeches and interviews, using large datasets to power those comparisons.
  3. The goal is to create a nonpartisan “Moneyball” for politics that better informs public debate and helps hold officials accountable on major policy decisions.

Rating Trump's FDA's "Top 10" Year-1 Reforms

Cremieux Recueil • 229 implied HN points • 28 Jan 26
🏥 Health Politics Transparency
  1. The FDA published a top-10 list of first-year reforms covering things like a food supply reset, eliminating unnecessary animal testing, public decision letters, priority vouchers, HRT, tighter pharma ad rules, agency-wide AI, easier biosimilars, expanded cell and gene therapies, and more domestic manufacturing.
  2. The piece focuses on what the FDA actually accomplished with these initiatives and whether those changes matter in practice.
  3. Each of the ten items is rated individually, and the FDA receives an overall pass-or-fail grade for its first year based on those ratings.

Help!—AI Is Stealing My Readers

The Honest Broker • 21443 implied HN points • 21 Feb 24
🕹 Technology Transparency
  1. Impersonation scams are evolving, with AI being used to create fake authors and books to mislead readers.
  2. Demand for transparency in AI usage can help prevent scams and maintain integrity in content creation.
  3. Experts are vulnerable to having their hard-earned knowledge and work exploited by AI, highlighting the need for regulations to protect against such misuse.

The American People Fact-Checked Their Government

Common Sense with Bari Weiss • 162 implied HN points • 30 Jan 26
🇺🇸 U.S. Politics Transparency
  1. Governments can suppress and falsify records to minimize state violence and recast protesters as threats.
  2. Fast-moving video evidence now spreads quicker than official narratives, exposing contradictions in real time and making coverups harder.
  3. Public access to footage and rapid sharing lets ordinary people fact-check the state and push back against rewritten histories, increasing accountability.

Minnesota Daycare Scandal: The Power of Transparency and Citizen Journalism

OpenTheBooks Substack • 228 implied HN points • 13 Jan 26
🇺🇸 U.S. Politics Transparency
  1. Citizen journalism plus public access to government spending data can quickly expose and mobilize action against fraud in childcare funding.
  2. Mixed federal-state block grants and co-mingled funding make oversight difficult and create opportunities for fraudulent daycare operations to siphon public dollars.
  3. Stronger real-time transparency, better reporting tools, and tighter payment rules (like attendance-based payments and voucher-centered approaches) are needed to prevent and root out waste, fraud, and abuse.

Three Steps to Fixing the FBI: Interview with Whistleblower Coleen Rowley

TK News by Matt Taibbi • 7367 implied HN points • 05 Dec 24
🇺🇸 U.S. Politics Transparency
  1. The FBI needs to stop being too political and start focusing on its main job. This means letting field agents do their work without unnecessary interference from higher-ups.
  2. Decentralizing the FBI could help it work better by allowing decisions to be made closer to where cases are happening. This would support agents in the field instead of slowing them down with bureaucracy.
  3. Transparency is important for rebuilding the FBI's trust. The public needs to know what's happening and who is held accountable for mistakes so that the FBI can improve and regain confidence.

When Both Sides Go Quiet

QTR’s Fringe Finance • 50 implied HN points • 16 Feb 26
🇺🇸 U.S. Politics Transparency
  1. When both political parties go quiet about a serious issue, it often means the truth is worse than it appears and could damage actors on both sides.
  2. The Epstein revelations involve people across media, finance, academia, and politics, which makes full accountability politically difficult and slows transparency.
  3. Redactions, delays, and partial disclosures show institutional failure and possible cover‑ups, eroding public trust and risking that taxpayers absorb the consequences.

Implications of Academic Dishonesty

David Friedman’s Substack • 359 implied HN points • 05 Dec 25
🇺🇸 U.S. Politics Transparency
  1. Some politicians believe that being dishonest can help get important laws passed. They might think that a little deceit is okay if it leads to a good outcome.
  2. Academics sometimes choose not to share certain facts because they believe it could hurt public support for funding. This can lead to a loss of trust in their work.
  3. If experts twist the truth a bit to push their views, it could result in incorrect conclusions in major areas like climate science. This might harm the credibility of the scientific community.

State Department Threatens Congress Over Censorship Programs

TK News by Matt Taibbi • 11152 implied HN points • 17 Feb 24
🇺🇸 U.S. Politics Transparency
  1. The State Department is threatening Congress over their censorship programs funding, showing resistance to disclosing details on how taxpayer money is being spent.
  2. The Global Engagement Center (GEC) has been involved in anti-disinformation work, which includes backing a UK-based agency that creates digital blacklists for disfavored media outlets.
  3. There is growing pushback against agencies like the GEC that operate with secrecy, with calls for more transparency and oversight, especially in programs that target American media consumers.

RTFB: The RAISE Act

Don't Worry About the Vase • 1702 implied HN points • 16 Jun 25
🇺🇸 U.S. Politics Transparency
  1. The RAISE Act aims to improve transparency in AI by requiring creators to have safety and security protocols before releasing models. This helps ensure they take steps to prevent serious harm.
  2. Companies must report safety incidents within 72 hours, which helps the public stay informed about risks associated with AI technologies.
  3. Even though there are limits on penalties for violations, the act is a step forward in regulating AI and making sure companies are accountable for their actions.

The 10 Most Popular Waste Investigations of 2025

OpenTheBooks Substack • 163 implied HN points • 01 Jan 26
🇺🇸 U.S. Politics Transparency
  1. They pushed for much greater federal transparency, including real-time visibility into Treasury payments and a public database of federal employees so taxpayers can see who’s paid and why.
  2. Investigations revealed widespread taxpayer waste, improper payments, and cozy contracts at federal, state, and local levels, showing systemic misspending and abuse across government.
  3. A large study found higher school payrolls were linked to worse student performance, suggesting more spending on staff and overhead doesn’t automatically improve outcomes and needs policy change.

A Mom Asked for Public School Board Records. They Charged Her $33 Million.

Common Sense with Bari Weiss • 3426 implied HN points • 18 Dec 24
🇺🇸 U.S. Politics Transparency
  1. Parents are increasingly suing schools to find out what their children are learning. This shows a demand for transparency in education.
  2. Some schools are responding by suing parents to silence them. This creates a conflict between parents' rights to know and schools' desire to keep information private.
  3. A mom was quoted a shocking amount of over $33 million to access public school records. This highlights how expensive and complicated it can be to get information from schools.

What’s Next for College Admissions?

Persuasion • 1356 implied HN points • 08 Jan 24
🚌 Education Transparency
  1. Colleges face a choice: be transparent in admissions or continue with murky criteria.
  2. Removing test scores can worsen inequality in admissions, favoring the rich even more.
  3. Making college more accessible and transparent can benefit disadvantaged students and improve trust in higher education.

Reader Question – What Should Disclosures in Weight Science and Weight Loss Research Include?

Weight and Healthcare • 499 implied HN points • 01 May 24
🏥 Health Politics Transparency
  1. Research in weight science and weight loss should prioritize scientific integrity over business interests.
  2. Disclosures in research should be easily accessible within the study and in front of any paywall to inform decision-making.
  3. Disclosures should include details on study funding, financial entanglements with companies, organizations, and personal benefits for researchers.

Radical Honesty Has Come for the Boob Job

Common Sense with Bari Weiss • 1029 implied HN points • 07 Jul 25
🎭️ Culture Transparency
  1. People are becoming more open about plastic surgery, moving away from old habits of denying enhancements. It’s more common now for celebrities to be transparent about their procedures.
  2. Kylie Jenner, for example, used to deny having surgery, but now she openly shares details about her breast implants. This shows a shift in how society views body modifications.
  3. The conversation around body image is evolving, with many now favoring honesty and transparency over secrecy, highlighting a changing attitude towards beauty standards.

Against Nonlinear

Thing of Things • 805 implied HN points • 18 Jan 24
🎭️ Culture Transparency
  1. Effective altruist culture should prioritize spending resources efficiently for doing good.
  2. Career opportunities in effective altruism should be based on merit and skills, not connections or social status.
  3. Maintaining transparency and accountability is crucial for building trust and ensuring the effectiveness of organizations in the effective altruism movement.

The U.S. Government silently disabled anonymous public access to billions of dollars of military AI contracts

All-Source Intelligence Fusion • 1546 implied HN points • 27 Jan 25
🇺🇸 U.S. Politics Transparency
  1. The U.S. Government has made it harder for the public to access information about military AI contracts by requiring a Login.gov account and surveillance consent.
  2. Anonymous access to contract details was shut down, impacting transparency on billions in military spending, especially for contracts known as Other Transaction Agreements (OTAs).
  3. Despite these changes, access to the data was briefly restored, and there are ongoing discussions about improving transparency and reporting for OTAs.

AI and the Future of Freedom

OpenTheBooks Substack • 124 implied HN points • 03 Dec 25
🇺🇸 U.S. Politics Transparency
  1. AI is going to keep advancing, so we should focus on shaping it to expand individual freedom rather than trying to stop it.
  2. Training AI on large government spending datasets can give citizens real-time tools to spot waste, fraud, and bad policy and hold officials accountable.
  3. AI’s power in pattern recognition and prediction (as seen in areas like protein mapping) can be applied to public policy to make debate smarter and improve government efficiency.

Contra populum

Wrong Side of History • 465 implied HN points • 19 Jul 25
🇺🇸 U.S. Politics Transparency
  1. The British government has become increasingly secretive, keeping important information from the public, which can lead to worse problems.
  2. A major incident occurred when a list of Afghan asylum seekers leaked, leading to the government trying to cover it up with a superinjunction.
  3. Keeping information hidden from the public can erode trust, while transparency allows for better decisions and accountability.

PROOF EXCLUSIVE: Itemizing Every Violation of the Epstein Files Transparency Act By the Trump Administration

Proof • 64 implied HN points • 20 Dec 25
🇺🇸 U.S. Politics Transparency
  1. Major media reports say Trump is personally overseeing the Epstein files matter, which ties him directly to the administration's actions in the case.
  2. Those handling the case day-to-day are reportedly his lawyer-agents rather than standard Justice Department officials.
  3. The Epstein Files Transparency Act has been passed, and the reporting aims to itemize every alleged violation and update that list in real time.

GAO Report #2 on High Risk GOF Research

Who is Robert Malone • 9 implied HN points • 21 Feb 26
🏥 Health Politics Transparency
  1. Gain-of-function studies have improved scientific understanding of how pathogens infect and spread, but experts do not agree they clearly led to vaccine or therapeutic breakthroughs.
  2. This research poses real biosafety and biosecurity risks because enhanced pathogens could cause widespread harm if accidentally or deliberately released.
  3. HHS has internal risk-review procedures and can decline funding, but it does not consistently share review outcomes or mitigation steps publicly; GAO recommends greater transparency and HHS responded noncommittally.

Do DOJ Docs Show Epstein Death Notice A Day Early?

QTR’s Fringe Finance • 18 implied HN points • 07 Feb 26
📰 News Transparency
  1. A DOJ press release about Jeffrey Epstein’s death is dated August 9, 2019 even though he was reported found dead early on August 10.
  2. The most likely explanations are mundane: the statement could have been drafted in advance or a clerical/automated timestamp error occurred, and a date mismatch alone doesn’t prove prior knowledge.
  3. A simple clarification of how release dates are assigned (draft date vs. publication date) would likely reduce speculation, since small bureaucratic inconsistencies fuel mistrust in high‑profile cases.

Pentagon’s Secret Teacher Training Reveals Defiance of White House Directives, Contractors as Backdoor to DEI

OpenTheBooks Substack • 13 implied HN points • 10 Feb 26
🇺🇸 U.S. Politics Transparency
  1. Outside contractors and professional groups are being used to push equity-focused DEI ideas and to turn students into advocates, including guidance that affirms students' gender identities.
  2. Agency staff appear to resist White House anti-DEI directives by renaming programs (for example calling SEL “resilience”) and using contractors and societies as a backdoor to keep the same practices in place.
  3. Parents and policymakers need full transparency of training materials, contracts, and curricula so officials can review partners, cancel misaligned agreements, and rebuild trust.

Viewing the courts

A Lawyer Writes • 353 implied HN points • 07 Feb 24
🇺🇸 U.S. Politics Transparency
  1. Lady chief justice emphasizes the importance of high-quality reporting for the public's understanding of the judiciary.
  2. Efforts are being made to enhance broadcasting of court proceedings in England and Wales, including televising sentencing remarks.
  3. Transparency in the courts is seen as a fundamental part of the process in allowing proper access to justice.

The Sparks of AGI? Or the End of Science?

Marcus on AI • 4663 implied HN points • 24 Mar 23
🕹 Technology Transparency
  1. Microsoft and OpenAI are rolling out powerful yet unreliable AI systems with undisclosed mechanisms and data.
  2. The lack of transparency in AI development poses risks to society and calls for public oversight.
  3. Scientists and researchers demand more openness in the development of AI technologies.

My Letter to Judge Berman re: United States of America v. Jeffrey Epstein

Michael Tracey • 76 implied HN points • 06 Dec 25
🇺🇸 U.S. Politics Transparency
  1. The Epstein Files Transparency Act pushes for full public access to records about Jeffrey Epstein and his associates. This is important because many believe transparency can help prevent similar abuses in the future.
  2. Some lawyers representing alleged victims are trying to limit what can be disclosed, arguing it protects the identity of victims. However, there's a concern that this could prevent important information from being shared with the public.
  3. There’s a debate on whether self-identified victims should be given the power to block disclosures about records. Many feel that the needs of the public to know should come first, especially in high-profile cases like this.