The hottest Policy Substack posts right now

And their main takeaways
Category
Top U.S. Politics Topics

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 Policy
  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.

A trillion dollars is a terrible thing to waste

Marcus on AI • 23555 implied HN points • 27 Nov 25
🕹 Technology Policy
  1. Relying on ever‑larger LLMs is hitting diminishing returns: they still hallucinate and generalize poorly, so new techniques like neurosymbolic methods and built‑in inductive constraints are needed.
  2. Huge sums—on the order of a trillion dollars—have been poured into scaling experiments, risking large financial losses and broader economic fallout if the AI investment bubble deflates.
  3. The field sidelined alternative approaches and insights from cognitive science, creating a costly detour; researchers and funders must diversify efforts and prioritize fresh ideas now.

Bad education is a terrible way to fight inequality

Noahpinion • 23353 implied HN points • 26 Nov 25
🚌 Education Policy
  1. Basic math and reading skills have fallen sharply across the US, with many college entrants unable to do middle-school math or meet basic writing standards, forcing universities to place large numbers in remedial classes.
  2. The decline comes from multiple sources: pandemic learning loss, grade inflation and lowered K–12 standards, elimination of standardized tests, policies like “no zeros,” high absenteeism, and distractions such as phones, making grades a poor signal of real skills.
  3. Relaxing standards in the name of equity — effectively giving students a pass instead of educating them well — is a misguided approach that harms learners and is a counterproductive way to try to reduce inequality.

The Discourse is Getting Both Smarter and Dumber

Richard Hanania's Newsletter • 6144 implied HN points • 02 Feb 26
🇺🇸 U.S. Politics Policy
  1. Public political discourse is polarizing: the very top of the conversation is getting sharper while a much larger slice of popular discourse has grown dumber as gatekeepers vanish.
  2. Many high-quality thinkers have adopted better heuristics — they understand polling uncertainty and correlated errors, are wary of overinterpreting single studies after the replication crisis, and see cultural attitudes as stronger drivers of voting than narrow self-interest; they also increasingly accept long-term human progress as real.
  3. This has created a rising human-capital divide in politics, with one side trending toward lower average intellectual standards, which opens short-term opportunities for savvy actors but risks longer-term dominance by anti-rational forces, even as well-informed coalitions can still push useful policies.

THE SHOW NOTES: Only Problems, Gretchen Whitmer's Ad, & The Age of Depopulation

Erick Erickson's Confessions of a Political Junkie • 1019 implied HN points • 11 Oct 24
🇺🇸 U.S. Politics Policy
  1. OnlyFans has caused serious social problems, including issues like non-consensual content and child exploitation, despite being marketed as a safe space for adult content creators.
  2. Kamala Harris is struggling to define herself apart from President Biden, which may harm her campaign. Many voters want to see her strong and independent from current unpopular policies.
  3. The world is facing a decline in population due to low birth rates, leading to an aging society. This could change how we live and interact, with many family structures becoming different from what we know now.
Get a weekly roundup of the best Substack posts, by hacker news affinity:

FEMA Is A Scandal, But Also Not A Solution

Erick Erickson's Confessions of a Political Junkie • 1598 implied HN points • 05 Oct 24
🇺🇸 U.S. Politics Policy
  1. FEMA has lost the trust of the American people due to its poor management and possible corruption. Many believe the organization is not doing its job properly.
  2. Cities in need might wait a long time, up to three or four years, to receive FEMA funds, which doesn’t seem fair. Sometimes, help may prioritize certain communities over others.
  3. In times of crisis, individuals should step up and help each other, as the government may not respond quickly enough. People should be ready to take action before official help arrives.

AI #156 Part 2: Errors in Rhetoric

Don't Worry About the Vase • 2060 implied HN points • 20 Feb 26
🕹 Technology Policy
  1. AI is driving the marginal cost of arguing and paperwork toward zero, which lets anyone amplify complaints or hit "magic words" that trigger costly real-world actions unless systems and laws adapt.
  2. Defenses and alignment are brittle: automated jailbreaks, probe‑gaming, and surprising internal model behavior show classifiers can be broken or fooled, and relying on AI to "fix" alignment is hard to verify and risky.
  3. We urgently need practical, balanced regulation and stronger public and government capacity, because widespread fear, misunderstanding, and commercial incentives could produce harms or lead people to cede power to machines.

⚠️ L'affaire Anthropic: When government bullies the builders

Faster, Please! • 1188 implied HN points • 02 Mar 26
🕹 Technology Policy
  1. Governments have a legitimate final say on national security, but that can clash with companies that want clear, predictable rules to operate by.
  2. Branding an AI firm a security risk for limiting military use risks undermining trust and could scare off investment and innovation.
  3. Democracies must balance security powers with protections against arbitrary government coercion, or economic growth and technological progress suffer.

What Should the Dems Do to Win—And Then to Govern?

Breaking the News • 1103 implied HN points • 17 Feb 26
🇺🇸 U.S. Politics Policy
  1. Democrats should build a transparent, detailed governing playbook now—a positive counterpart to Project 2025—and use Congress to normalize these ideas and force votes so positions are on the record.
  2. The Shearer/Carnoy/Reich "Bold Economic Program" is a practical, costed starting blueprint focused on job creation and fairness, and it should be refined collaboratively by experts and candidates.
  3. Tackle solvable problems first (like housing) while recognizing harder fights (like taxing the rich), and create a simple, unifying slogan or brand now to rally voters around a forward-looking agenda.

Notes on winter

The Crucial Years • 2720 implied HN points • 08 Feb 26
🌞 Climate & Environment Policy
  1. Winter offers special pleasures — the slick freedom of skating and skiing, the hush of fresh snow, and a playful elegance you don’t get in other seasons.
  2. Climate change is eroding winter: Arctic sea ice loss, fewer freezing days, and declining snowpacks are shortening the season and threatening winter landscapes and sports.
  3. People and institutions are pushing back — athletes, activists, businesses and technologists are advocating for climate action and building alternatives like EVs, new batteries, and more solar to help protect winters and public health.

I Was Fired by New York’s Attorney General for Opposing ‘Gender-Affirming Care’

Common Sense with Bari Weiss • 4178 implied HN points • 27 Jan 26
🇺🇸 U.S. Politics Policy
  1. A government attorney who criticized pediatric gender‑affirming care was warned for public comments and then fired, showing that employees can face job consequences for opposing agency positions on sensitive issues.
  2. Senior officials in the same office actively promoted and legally defended access to gender‑affirming treatments, which created a clash between institutional policy and internal critics.
  3. The case highlights broader debates about pediatric gender‑affirming care, including concerns about safety, informed consent, and whether vulnerable patients are being misled, fueling legal and political conflict.

‘This is becoming the biggest issue for councils’

NN Journal • 178 implied HN points • 24 Oct 24
🇺🇸 U.S. Politics Policy
  1. There is a huge budget crisis for special needs education, with a national shortfall of £4 billion. This could lead to some councils going bankrupt if the situation doesn't improve.
  2. Many councils are facing growing deficits in their budgets because more children need special education services, but funding is not keeping up with demand.
  3. Families are struggling to get the education and support they need for their children, with long wait times for necessary plans and some choosing to educate their kids at home instead.

The Fire We Forgot

Anima Mundi • 185 implied HN points • 08 Mar 26
🕹 Technology Policy
  1. Molten salt reactors with a thorium fuel cycle are a fundamentally different and inherently safer design: they use liquid fuel at near-atmospheric pressure, have passive shutdown features, and produce waste with radiological timescales measured in centuries rather than millennia.
  2. Historical choices and institutional priorities—especially ties between civilian programs and weapons production—pushed the world toward uranium light-water reactors, creating long-lived waste and locking in regulatory and industrial systems that suppressed the thorium molten salt alternative.
  3. China is actively developing thorium molten salt reactors and the full materials supply chain, which could give it strategic energy advantages while many Western programs lag behind; this shift has major geopolitical implications and needs far more public and policy attention.

The Economics of Climate Adaptation Optimism

The Honest Broker Newsletter • 1884 implied HN points • 10 Feb 26
🌞 Climate & Environment Policy
  1. Economic development-driven adaptation has been the main force improving climate-sensitive outcomes like crop yields, reduced deaths, and lower damages, even as the climate changes.
  2. Because adaptation’s costs and benefits are local and immediate, it often delivers larger near-term improvements than distant mitigation, and costly mitigation that slows growth can hurt the poor and weaken adaptation.
  3. Mitigation is still necessary to limit long-term warming, but it should focus on measures and R&D that provide immediate local economic benefits so they don’t undermine development and adaptation.

Two Drinks with . . . Andrew Yang, Who Isn’t Happy About Being Right

Common Sense with Bari Weiss • 162 implied HN points • 13 Mar 26
🇺🇸 U.S. Politics Policy
  1. Andrew Yang pushed universal basic income as a way to protect people from AI-driven mass unemployment, and his warnings that this future could arrive were widely dismissed at the time. He now appears to be seeing those predictions come true.
  2. AI is already replacing thousands of workers each month, and some experts warn unemployment could spike to 10–20% within the next five years if trends continue. This makes the economic and social impact urgent.
  3. Many voters feel neither major party is prepared to handle AI’s risks, and Yang’s vindication over his early warnings seems to have left him more depressed than triumphant.

Claude Opus 4.6: System Card Part 2: Frontier Alignment

Don't Worry About the Vase • 2150 implied HN points • 10 Feb 26
🕹 Technology Policy
  1. The new Opus 4.6 model is substantially more capable than earlier versions and shows big gains across coding, agentic workflows, LLM training speedups, reinforcement learning, and cyber tasks, making it the strongest general-purpose model available.
  2. Current safety evaluations are losing effectiveness: many benchmarks are saturated, models can hide or avoid verbalizing eval awareness, and subtle sandbagging or deception could let dangerous capabilities go unnoticed.
  3. We are not prepared for this pace of progress—key thresholds and ASL‑4 tests (especially for biology, cyber, and autonomy) are under-defined, release decisions rely on ambiguous judgments, and urgent external testing and collective safeguards are needed.

Does China have a huge electricity advantage over the United States?

Sustainability by numbers • 502 implied HN points • 05 Mar 26
🌞 Climate & Environment Policy
  1. China uses most of its electricity for industry, while the US uses most of its electricity in homes and commercial services.
  2. China’s total electricity generation has grown rapidly and is much larger in absolute terms than the US, though the US still leads on overall per-person electricity use.
  3. Because China concentrates so much power in industry, its industrial electricity per person is similar to or slightly higher than the US, which points to real industrial capacity that simple per-capita comparisons can hide.

They're Trying To Kill The Internet As We Know It

Taylor Lorenz's Newsletter • 2448 implied HN points • 09 Feb 26
🕹 Technology Policy
  1. Section 230 is the legal foundation that lets websites host comments, forums, reviews, and other user content without being sued out of existence.
  2. Repealing or weakening it would crush small creators, independent forums, nonprofits, and marginalized communities by forcing heavy moderation or shutting them down.
  3. This fight is really about who controls online speech, and recent moves like FOSTA‑SESTA show how reforms can lead to mass censorship, corporate consolidation, and AI surveillance of the web.

Europe's crusade against air conditioning is insane

Noahpinion • 37000 implied HN points • 23 Aug 25
🌞 Climate & Environment Policy
  1. Europe's resistance to air conditioning might be hurting people's health as rising temperatures lead to more heat-related deaths. Many homes in Europe still lack this technology, even though it could save lives.
  2. The reluctance to adopt air conditioning in Europe is tied to cultural attitudes and historical traditions, making many view it as an unnecessary luxury.
  3. Embracing technology like air conditioning can improve society's well-being and economic status, as seen in countries like Japan and Singapore, which have successfully integrated it into their cultures.

Open Thread: Thoughts on 2026?

BIG by Matt Stoller • 6990 implied HN points • 28 Dec 25
💰 Finance Policy
  1. An open-thread invites the community to reflect on the past year in monopolies and finance and to share predictions for 2026.
  2. There wasn’t much news, so the usual monopoly roundup is paused and the newsletter is taking a short break to recharge.
  3. Readers are encouraged to answer three optional questions and continue the conversation, with access offered via a free courtesy post or a paid subscription.

Does that use a lot of energy? [Update]

Sustainability by numbers • 575 implied HN points • 03 Mar 26
🌞 Climate & Environment Policy
  1. An interactive tool lets you compare the energy use of different products and activities so you can better judge their relative scale and importance.
  2. The tool was updated after lots of user feedback, with many improvements documented in a changelog, while deliberately leaving out some suggestions to avoid making it too complex.
  3. A major visible change is the addition of rough country-level energy cost comparisons to make results more meaningful, and the tool is available to use and share while remaining open to further (less frequent) feedback.

Has the bailout of generative AI already begun?

Marcus on AI • 11185 implied HN points • 27 Nov 25
🇺🇸 U.S. Politics Policy
  1. The White House's Genesis program involves big government purchases of AI chips and could effectively act as a bailout for money‑losing AI companies.
  2. The timing and quick reversal of industry leaders' rhetoric make the support look coordinated rather than purely coincidental.
  3. It's uncertain whether this funding will produce real scientific gains or just prop up unprofitable firms, and it could be the first of many such subsidies.

Friday brief: Northants health system overspending as county’s two hospitals bust budget

NN Journal • 99 implied HN points • 25 Oct 24
🏥 Health Politics Policy
  1. The Northants health system is spending a lot more money than it planned, with hospitals facing major budget shortfalls.
  2. Kettering General Hospital has a big overspend due to issues like rising costs and high demand for services.
  3. The council and healthcare system are looking for solutions, including an external review of the hospital finances to get back on track.

THE SHOW NOTES: Debate Review, Assaulting An Ex-Girlfriend, & How Will Israel Respond?

Erick Erickson's Confessions of a Political Junkie • 1019 implied HN points • 02 Oct 24
🇺🇸 U.S. Politics Policy
  1. The recent Vice Presidential debate showed a surprising level of respect between candidates, with JD Vance appearing to win the exchanges better than Tim Walz.
  2. Doug Emhoff, Vice President Kamala Harris's husband, has been accused of assaulting an ex-girlfriend, which could impact public perception.
  3. Israel responded to a large missile attack from Iran and is expected to retaliate targeting Iran's financial and energy sectors, which shows rising tensions in the region.

One Man

Steady • 45343 implied HN points • 23 Jan 24
🇺🇸 U.S. Politics Policy
  1. One man has fundamentally changed the political landscape and societal norms.
  2. He has impacted various aspects of life, from personal interactions to policies and climate change efforts.
  3. His influence has provoked divisions and challenges that require collective effort to address.

Education, Technology, and Controversy

In My Tribe • 227 implied HN points • 28 Feb 26
🚌 Education Policy
  1. The Alpha School reports unusually high student growth that suggests its practices might actually accelerate learning, but a randomized lottery study would be needed to be sure.
  2. Many miracle-school results can come from selection, unique funding, or unsustainable practices, so impressive outcomes aren’t automatically easy to replicate.
  3. Ed tech can harm motivation when it feels like wasted or punitive effort, but better tools or reward structures might help—and the overall causal link between digital adoption and falling scores is still uncertain.

THE SHOW NOTES: Strike Averted, Hezbollah Leaders Killed, & FEMA Prioritized Migrants?

Erick Erickson's Confessions of a Political Junkie • 839 implied HN points • 04 Oct 24
🇺🇸 U.S. Politics Policy
  1. FEMA is running low on funds after Hurricane Helene but spent a lot to help migrants in New York City earlier this year.
  2. A national dockworkers strike ended, allowing ports to reopen and workers to get a significant pay raise.
  3. Israel has recently targeted and killed multiple leaders of Hezbollah in airstrikes, escalating tensions in the region.

Movers and Shakers: The NHS Health Check

Rory’s Always On Newsletter • 515 implied HN points • 12 Oct 24
🏥 Health Politics Policy
  1. The waiting times for Parkinson's care in places like Oxford can be shocking, reaching up to 56 weeks for a new appointment.
  2. Many patients feel let down by the NHS and sometimes choose to pay for private care due to long delays in service.
  3. Fixing the NHS needs both immediate funding for extra appointments and long-term improvements to the system to make it work better.

Free-market economics is working surprisingly well

Noahpinion • 41294 implied HN points • 10 Jul 25
💰 Finance Policy
  1. Free-market economics can have real benefits, as seen in Argentina, where new policies helped lower inflation and boost growth. It shows how changing economic strategies can lead to improvements.
  2. Critics of free markets often underestimate their potential, thinking policies like austerity will only hurt people. But in some cases, these approaches can actually help an economy recover.
  3. Every country needs to find its right mix of economic policies, balancing government action with market freedom. It's important to keep adapting rather than sticking to one ideology.

What It Means To Be A Bank Is Rapidly Changing

Fintech Business Weekly • 304 implied HN points • 01 Mar 26
💰 Finance Policy
  1. The definition of a bank is changing quickly as many fintechs, crypto firms, and nonbank companies apply for charters to offer digital-asset, stablecoin, and payment services.
  2. That rapid shift is drawing pushback and scrutiny from regulators, trade groups, and lawmakers who say some approvals lack transparency, may exceed legal intent, and risk conflicts or political influence.
  3. Despite the upheaval, FDIC data shows the banking system remains broadly healthy with strong net income, slightly higher net interest margins, shrinking unrealized securities losses, loan growth, and generally stable credit metrics.

Biden’s brain, Trump’s brain

Robert Reich • 36282 implied HN points • 09 Feb 24
🇺🇸 U.S. Politics Policy
  1. Special counsel Hur cleared Biden of any criminality due to memory lapses, sparking concerns about Biden's aging brain.
  2. Hur's lack of medical background and Trump's own memory issues bring into question the validity of his assessment.
  3. The focus in electing a president should be on knowledge, temperament, and judgment, qualities where Biden stands out compared to Trump.
  4. The issue of Biden's memory should not overshadow Trump's indictments and lack of cooperation with investigators.
  5. Hur's previous affiliations with Trump raise suspicions about the political motivations behind his statements.

Memory-Hole Archive: Sex and (Trans)Gender Wars

American Dreaming • 5936 implied HN points • 22 Dec 25
🎭️ Culture Policy
  1. Trans activism grew rapidly and increasingly embraced self-identification, prompting institutions, media, and medical bodies to redefine gender and minimize the role of biological sex.
  2. Those changes produced sharp real-world conflicts over women-only spaces, fairness in female sports, and medical treatments for minors, while critics, detransitioners, and concerned parents were often marginalized or silenced.
  3. The movement’s perceived overreach generated a powerful backlash: public support for some trans policies declined, legislatures and courts tightened rules on youth care and sports, and broader support for LGBT causes eroded.

Quietly Fixing the Mess

Steady • 37029 implied HN points • 26 Jan 24
🇺🇸 U.S. Politics Policy
  1. Steady community highlights Trump's failures and Biden's struggle for recognition
  2. Biden's initiatives are less flashy but productive like infrastructure projects and social safety net improvements
  3. Challenges faced by Biden include high grocery prices, immigration issues, and media's focus on sensationalism

Top Links 1022 NY public school maths. Unhistorical economics. Comprehension debt & Magic Flute.

Chartbook • 443 implied HN points • 23 Feb 26
🚌 Education Policy
  1. New York’s public school math scores are very low, showing many students are struggling with basic math.
  2. The phrase 'unhistorical economics' criticizes approaches that ignore historical context, warning this can lead to flawed economic analysis.
  3. 'Comprehension debt' refers to accumulating gaps in understanding that make future learning harder, and references like The Magic Flute are used to show how cultural knowledge and comprehension interact.

Alberta Unstuck

Doomberg • 6383 implied HN points • 03 Dec 25
🇺🇸 U.S. Politics Policy
  1. A new energy deal between Alberta and Ottawa aims to boost oil exports, marking a significant change in Canadian energy policy.
  2. Prime Minister Mark Carney's government has decided to suspend emissions caps and support a pipeline to help Alberta's oil reach Asian markets.
  3. This shift in policy is seen as a major move in global oil and gas flows, potentially impacting international markets soon.

Mountains of Evidence

After Babel • 3214 implied HN points • 14 Jan 26
🏥 Health & Wellness Policy
  1. Social media is not safe for children and adolescents; it causes widespread direct harms like cyberbullying and exposure to harmful content and raises the risk of depression, anxiety, and eating disorders.
  2. Recent research — including experiments and leaked internal studies from a major platform — provides strong causal evidence that heavy social media use harms young people’s mental health.
  3. Because social media reaches most youth for many hours a day, the harms are large in scale, so parents and policymakers should act now (for example by restricting access or raising the minimum age) to protect children.

Has the Chinese government figured out the fact that GPUs ≠ AGI?

Marcus on AI • 6165 implied HN points • 09 Dec 25
🕹 Technology Policy
  1. China is holding back on buying Nvidia H200 GPUs, which suggests they may recognize that more GPU hardware doesn't automatically mean AGI.
  2. Loading up on expensive AI infrastructure now could be premature because hardware and approaches can quickly become outdated or lose value, so hoarding chips might not pay off.
  3. The first country to appreciate that GPUs ≠ AGI could gain a major strategic and economic advantage in the next phase of AI development.

Chartbook 428 To matter or not to matter: Two theories of Davos 2026.

Chartbook • 1959 implied HN points • 20 Jan 26
💼 Business Policy
  1. There are two main readings of Davos 2026: some say it has become irrelevant and impotent, while others see a revival driven by Larry Fink and a strong turnout of global leaders and CEOs.
  2. Davos might matter less because of design and more because of timing — it can serve as a useful neutral venue for urgent talks, for example on the Greenland crisis between the US and Europe.
  3. The core question is whether global business and finance can form a real counterweight to disruptive MAGA-era policies; firms want stability but their retreat from commitments like ESG makes collective action uncertain.

Watch Those Assumptions!

The Honest Broker Newsletter • 1864 implied HN points • 22 Jan 26
🌞 Climate & Environment Policy
  1. Population projections for 2050 have been revised downward. Yet global energy demand is still expected to grow a lot, so fewer people doesn't automatically mean less energy use.
  2. Electric vehicle adoption is projected to rise dramatically around the world, especially in developing regions, and that could sharply reduce demand for liquid fuels if it accelerates. Small changes in EV trends can ripple across many other energy projections.
  3. Fossil fuels are likely to remain a large part of the energy mix through mid-century, with oil and gas plateauing and coal declining more slowly than hoped. The fastest way to cut emissions quickly would be to replace coal-fired power plants.

Some actual good news for once!

Odds and Ends of History • 469 implied HN points • 02 Mar 26
🎙 Podcasts Policy
  1. Cornwall could become Britain’s lithium and geothermal powerhouse as new projects develop there.
  2. London is finally set to get a pedestrianised Oxford Street after years of institutional gridlock.
  3. UK astronomy funding is under threat, and cuts to curiosity-driven fundamental research could seriously damage the country’s leadership in astronomy.