The hottest Research Policy Substack posts right now

And their main takeaways

A conversation with Claude

Noahpinion • 12529 implied HN points • 22 Mar 26

🔬 Science Research Policy

AI will rapidly accelerate materials discovery and optimization, helping find candidates for things like room‑temperature superconductors, solid‑state batteries, novel catalysts, and topological or quantum materials while autonomous labs compress the loop from design to experiment.
AI is most powerful where there’s a huge combinatorial search space, good simulation data, and fast experimental feedback (for example drugs, materials, climate parameterizations, and chip design), but it struggles where data are sparse, experiments are slow, or real progress requires new conceptual frameworks; and even when discoveries happen, manufacturability, testing, and regulatory inertia often dominate commercialization timelines.
Beyond simple, teachable laws, AI can uncover complex but reproducible "Cloud Laws" that humans can’t easily compress or explain, potentially transforming biology, neuroscience, and social systems; these advances may function as powerful black‑box tools rather than neat, human‑readable theories.

NIAID Funds and Nature Publishes Doomsday COVID Viral Virulence-Enhancing Technology by Dr. Zheng-Li Shi: Call for Emergency Restrictions and Severe Penalties for Misuse

Popular Rationalism • 277 implied HN points • 02 Nov 24

🔬 Science Research Policy

The new method of using customized viral receptors (CVRs) allows scientists to study how viruses infect cells more safely, but it also poses serious risks if misused.
These CVRs can make viruses more contagious and easier to spread, raising concerns about biosecurity and the potential for creating bioweapons.
There's an urgent need for stricter regulations and accountability in viral research to prevent misuse of technologies like CVRs and ensure public safety.

F Cancer

Marcus on AI • 13437 implied HN points • 16 Mar 26

🕹 Technology Research Policy

Biology is incredibly complex and varies from person to person, so many drugs that look promising in animals or early tests still fail in humans.
Current AI is not a magic cure—existing models are limited and often trained on language, so much stronger algorithms that can reason about chemistry, physics, and biology are needed for major breakthroughs.
In the near term, AI can help by streamlining paperwork, patient recruitment, and researcher tools, but real progress also depends on economic and systemic changes like better incentives and funding.

Designing AI for Disruptive Science

Asimov Press • 438 implied HN points • 23 Mar 26

🔬 Science Research Policy

Scaling AI and more data mainly improves prediction inside current frameworks, but it won’t by itself create the simple, reframing ideas that drive paradigm shifts. This risks a kind of “hypernormal science” where detail increases but true conceptual breakthroughs become rarer.
Major scientific revolutions come from simple unifying principles, cross-domain analogies, outsider perspectives, or new sensory grounding, not just better curve‑fitting. To foster breakthroughs, AI must be built to search for simplicity, draw structural analogies, and be grounded beyond narrow benchmarks.
Designing disruptive science requires deliberate changes to both AI and research institutions: run controlled agent experiments, protect small risky teams, and change incentives so novel, risky reframings are discovered and rewarded. Without that metascientific engineering, AI will mostly accelerate conventional work rather than spark revolutions.

Education Links, 3/9/2026

In My Tribe • 273 implied HN points • 09 Mar 26

🚌 Education Research Policy

Sustained success comes from focused fascination rather than vague "follow your passion" advice — true curiosity is what you can stick with longer than your competitors without burning out.
Graduate students who identify as more "woke" report much higher interest in politics and engage in political discussion with peers far more often than less "woke" students.
The academic publishing system is rent-seeking because taxpayers fund research but then pay to access it; putting papers in the public domain and making peer review transparent would eliminate that double payment.

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Congress Forces NIH to Reverse Policy, Continue Funding Fauci’s “Unsafe” Infectious Disease Centers

The DisInformation Chronicle • 485 implied HN points • 25 Feb 26

🇺🇸 U.S. Politics Research Policy

Congress forced NIH to reverse its prior decision and allocate $18.2 million to restart the Centers for Research in Emerging Infectious Diseases (CREID), despite earlier NIH findings that the program was unsafe and not a good use of taxpayer funds.
The CREID awards involve controversial researchers, including Kristian Andersen and Peter Daszak; their work has been criticized over the 'Proximal Origin' paper, and Daszak has previously been debarred from receiving federal funds.
HHS officials say they are alarmed that university lobbyists and Congress intervened in funding decisions, and the White House is finalizing a risk-based policy to limit funding for dangerous gain-of-function research and penalize nondisclosure of risky studies.

When The Times asked, “Why is Britain educating China’s scientists?” What did they really overlook? by Michael Jinghan ZENG

Pekingnology • 101 implied HN points • 02 Mar 26

🚌 Education Research Policy

Treating Chinese students as strategic threats and closing academic openness will damage the UK's universities and its role as a global centre of ideas.
UK universities depend heavily on tuition from international students, especially Chinese postgrads, and losing that income would trigger layoffs, cuts, and a fall in research capacity.
The global higher-education map is changing as Asian universities rise and students have more options, so the share of Chinese students in the UK will likely adjust; narrowing the focus to ‘British’ STEM while sidelining the humanities would weaken the UK's soft power and intellectual influence.

Why Do Research Institutes Look the Same?

Asimov Press • 535 implied HN points • 08 Jan 26

🔬 Science Research Policy

Many new research organizations end up resembling traditional universities or startups, because a few familiar institutional models dominate the space.
Forces like researchers' fear of harming future academic careers, investor demands for market-fit and growth, and tax/legal categories push organizations to conform to existing forms.
To create truly different institutions, funders and founders can experiment with new legal structures, hire people less bound to academic incentives, use patient philanthropy, or try time-limited and project-based models.

How Nature Became a 'Prestige' Journal

Asimov Press • 548 implied HN points • 05 Jan 26

🔬 Science Research Policy

Prestige grew from more than merit: wealthy patronage, elite scientific networks, fast weekly publication, and an expanding international audience made the journal influential early on.
Mid-century editorial reforms — faster processing, mandatory peer review, and deliberate selectivity — turned publication into a powerful career signal and a common focal point for researchers across fields.
Today that prestige is contested: digital publishing, preprints, open‑access pushes, and concerns about errors and gatekeeping are forcing reforms like transparent peer review and tougher retraction practices.

Northwestern University urged to apologize for “unjust treatment” of Jane Ying Wu

Pekingnology • 105 implied HN points • 22 Feb 26

📰 News Research Policy

Northwestern is accused of punishing Jane Ying Wu by limiting her work, shutting her lab, reassigning her grants, cutting her pay, and having police remove and involuntarily commit her; her estate says these actions helped lead to her taking her life and is suing the university.
More than 1,000 academics from over 300 institutions, including prominent scholars, signed a letter urging Northwestern to publicly acknowledge the harm and apologize for its treatment of Wu.
The allegations stem from an NIH investigation tied to the broader "China Initiative" that produced no charges, and Northwestern vehemently denies wrongdoing and has moved to dismiss the lawsuit.

Inventing the Methods Section

Asimov Press • 380 implied HN points • 12 Jan 26

🔬 Science Research Policy

Over time, methods went from practical, detailed recipes to short, sidelined Methods sections, and that shift makes many experiments hard or slow to reproduce.
A lot of essential lab know-how is tacit and doesn’t fit cleanly into text, so videos, protocol repositories, and supplements help but face sustainability and credit problems and still treat methods as second-class outputs.
Fixing this requires new infrastructure (versioning, executable protocols, automation, recorded workflows, cloud labs) and changing incentives so people are rewarded for sharing and improving methods, not just for novel results.

Peer Review 2027

Never Met a Science • 122 implied HN points • 26 Jan 26

🔬 Science Research Policy

Forbidding researchers from using LLMs is unstable and impractical because detection is unreliable and incentives to defect are strong, so allow and encourage AI use for concrete, practical research tasks.
Peer review must be strengthened: shift resources toward human evaluation so people remain responsible for judgement and "taste," with reviewers held to different standards and supported by tools (including LLMs for checks).
Institutional reforms and data are needed to manage higher submission volumes: introduce frictions like submission fees or caps where appropriate and build metascientific data streams to monitor uptake and adapt policies.

The Claim that Vaccines Do Not Cause Autism Is Not an Evidence-Based Claim

Injecting Freedom • 64 implied HN points • 08 Feb 26

🏥 Health Politics Research Policy

Many parents of autistic children strongly believe their child's autism was triggered by vaccines given in the first year, especially the shots given in the first six months and the MMR at one year.
The author argues it is shameful for doctors and others to refuse to study whether infant vaccines cause autism and calls for specific research to rule the possibility in or out.
A federal autism committee now includes members willing to examine all potential causes, including vaccines, which the author presents as a turning point for investigation.

Back and Forth on the Value of Replication

The Good Science Project • 48 implied HN points • 29 Jan 26

🔬 Science Research Policy

Replicating studies early usually gives much bigger returns because it can stop entire lines of follow-on work from chasing a wrong result, though some older papers that still drive current research can also be worth replicating.
Citation counts are an imperfect measure of influence, and once a paper's findings are deeply embedded across many follow-on studies, a single replication may not undo that influence—so sometimes it's higher impact to replicate key descendant papers instead of only the original.
The impact of replication can be increased by changing incentives and communication: funders and journals can publicize replication results, link them to original papers, and adjust funding or citation expectations to make replications matter more.

Recent Metascience News/Links

The Good Science Project • 40 implied HN points • 18 Dec 25

🔬 Science Research Policy

Even though we spend much more on science and R&D than in the past, the bottleneck for economic growth is often our ability to translate discoveries into marketable products, not a shortage of new ideas.
Research funding and review rules are shifting: NSF is allowing fewer outside reviews and giving program managers more discretion, and NIH has removed the old requirement to get advance permission for very large grant applications.
Reproducibility and data-quality problems keep appearing in areas like crystallography, and analysts caution against treating measures like “variance explained” as if they directly show a variable’s causal impact.

The Ethics of Self-Experimentation

Viruses Must Die • 35 implied HN points • 22 Dec 25

🏥 Health Politics Research Policy

Self-care is a civil right and people should be free to make choices about their own bodies, including personal experiments, without institutional veto.
The Common Rule’s vague definition of “research” has led IRBs to overreach by treating routine or individual healthcare experiments as human-subjects research.
Self-experimentation can speed scientific progress and avoid harmful withholding; studies done for individual benefit without control groups shouldn’t automatically require IRB approval.

February 8, 2025

Letters from an American • 28 implied HN points • 09 Feb 25

🇺🇸 U.S. Politics Research Policy

The NIH has changed its funding policy, now limiting indirect costs to 15%, which could hurt research universities.
States heavily reliant on federal grants, especially Republican states, might face large funding losses due to these new caps.
Federal workers emphasize their significant roles in society, sharing personal stories that highlight their contributions to public safety and welfare.