How do we fund scientific breakthroughs?
How should we fund ambitious research while maintaining rigorous evidence standards?
What’s at stake
A science budget is a portfolio of bets whose most important outcomes may take years to appear. More funding can sustain talent without fixing weak incentives; a redesign can promise efficiency while disrupting productive work. The recurring tension is how to protect scientific capacity while making room for ideas that established review systems may reject.
The ideas that connect
Budget totals do not settle the allocation question
Makary describes reallocating research support, while Maris warns that funding conditions can push researchers elsewhere. Those are competing assessments of the system, not interchangeable measurements of it. Kratsios’s critique adds a separate issue: repeating an allocation method with more money may not improve results. A useful evaluation asks both whether capacity is being lost and whether the remaining funding is well directed.
Supporting passages
2026-01-15
Yeah, well, look, we live in partisan times now where people get spun up in there in sort of a toxic polarization. And the truth is, if we want to know the facts, is that in the Trump administration, we have not cut one dollar of NIH funding. We have not cut one dollar to the general Medicaid budget, that is the overall Medicaid fund. And the proposal for the future is to increase Medicaid by $200 billion. So you hear all the time, oh, Trump cut Medicaid, Trump cut the NIH. No, what we want to see is reallocating money at the NIH from just chemotherapy and proton beam therapy work to study food as medicine and school lunch programs and the microbiome and gut health. We've got to start talking about school lunch programs, not just putting every six-year-old on Ozempic.
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2026-06-09
I think the US has always indexed on human safety over speed to market and that has cost us in some ways. However, some other countries are indexed in the opposite direction which costs lives. There's a balance there. But there's research going on in China and other places, experiments and cloning and all things that, that as far as I know, aren't happening here. Yes, and I think the gutting of the CDC and the NIH and an anti-science vibe that has now pervades this country has driven a lot of mindshare elsewhere as funding is drying up for basic research.
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2026-08-24
And in the context of government funding, I think you could say one thing, well, look, okay, all the easy problems have already kind of been solved, sort of low hanging through has been picked, so it's harder to solve the next thing, sure. But I think broadly the issue is we have not been innovative in any way on the way that we actually conduct the science. The, you know, whether it's at NIH or at NSF or at any of their other science agencies, the answer has always been, let's just keep doing the same thing but add more money and hope that we get more outcomes proportionally. Rather than asking the harder questions about are there other ways that we can be conducting the science? Are there other types of scientists that could be getting the funding?
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Consensus can screen out unusual bets
A proposal that requires broad reviewer agreement may favor work everyone regards as safe. Kratsios’s golden-ticket idea gives individual reviewers room to back something less conventional. Weinstein’s portfolio argument explains why that could matter: a wealthy public fund can tolerate failures in pursuit of rare, large gains even when a small department cannot afford to risk its few appointments.
Supporting passages
2026-08-24
And this was initially actually tested in Denmark and some other places. And the theory is that, you know, the reviewer will then be able to unilaterally, without the rest of the committee agreeing, can make a selection of a particular grant. So you incentivize folks to have more interesting grants. But I think what's also kind of cool about this concept is that you're actually incentivizing better people to participate in the boards, because they have a golden ticket now and they're more likely to want to participate. So we want to run that experiment and see what kind of applications actually get approved and what kind of science gets done.
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2026-08-26
But the benefit of curing all cancer, the government is incredibly rich. And when you're incredibly rich, you can afford to take different bets to maximize your outcomes. The problem is, is that the government co-invested through things that are poorer than it. So each department says, you know, we can't really afford, we don't get that many appointments. So we're gonna go with somebody who has a very high probability of succeeding at a very modest outcome. And then we're gonna start lying about how important that is. You'll notice that if you ask people, how's your field doing? Everybody says, it's never been a better time to be a particle theorist. What's a terrible time to be a particle theorist, right? And we can't say that. And it's funny because again, in portfolio theory, if you have a balanced portfolio and part of it starts succeeding and part of it's failing, what you usually do is you take money out of the thing that's succeeding and put it into the thing that's failing because otherwise you get too much concentration in the portfolio.
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Protect the people who make future work possible
Scientific capacity is not just a collection of approved projects. Funding uncertainty and immigration conditions can affect where researchers build careers. That concern complements the argument for supporting unusual people and ideas: a grant system must both discover talent and give it a viable place to work. A nominal commitment to breakthroughs is weaker if the underlying research community cannot stay intact.
Supporting passages
2026-06-09
I think the US has always indexed on human safety over speed to market and that has cost us in some ways. However, some other countries are indexed in the opposite direction which costs lives. There's a balance there. But there's research going on in China and other places, experiments and cloning and all things that, that as far as I know, aren't happening here. Yes, and I think the gutting of the CDC and the NIH and an anti-science vibe that has now pervades this country has driven a lot of mindshare elsewhere as funding is drying up for basic research.
Open the source and seek to the timestamp above.
2026-08-26
But the benefit of curing all cancer, the government is incredibly rich. And when you're incredibly rich, you can afford to take different bets to maximize your outcomes. The problem is, is that the government co-invested through things that are poorer than it. So each department says, you know, we can't really afford, we don't get that many appointments. So we're gonna go with somebody who has a very high probability of succeeding at a very modest outcome. And then we're gonna start lying about how important that is. You'll notice that if you ask people, how's your field doing? Everybody says, it's never been a better time to be a particle theorist. What's a terrible time to be a particle theorist, right? And we can't say that. And it's funny because again, in portfolio theory, if you have a balanced portfolio and part of it starts succeeding and part of it's failing, what you usually do is you take money out of the thing that's succeeding and put it into the thing that's failing because otherwise you get too much concentration in the portfolio.
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Treat funding reform as an experiment too
Changing review rules is itself a hypothesis about how discoveries happen. Kratsios proposes evaluating different methods rather than assuming the traditional process is best. The portfolio argument also cautions against judging every project by predictable near-term output. The challenge is to learn which approaches improve the overall portfolio without rewarding only work whose success is easiest to promise.
Supporting passages
2026-08-24
And in the context of government funding, I think you could say one thing, well, look, okay, all the easy problems have already kind of been solved, sort of low hanging through has been picked, so it's harder to solve the next thing, sure. But I think broadly the issue is we have not been innovative in any way on the way that we actually conduct the science. The, you know, whether it's at NIH or at NSF or at any of their other science agencies, the answer has always been, let's just keep doing the same thing but add more money and hope that we get more outcomes proportionally. Rather than asking the harder questions about are there other ways that we can be conducting the science? Are there other types of scientists that could be getting the funding?
Open the source and seek to the timestamp above.
2026-08-24
And this was initially actually tested in Denmark and some other places. And the theory is that, you know, the reviewer will then be able to unilaterally, without the rest of the committee agreeing, can make a selection of a particular grant. So you incentivize folks to have more interesting grants. But I think what's also kind of cool about this concept is that you're actually incentivizing better people to participate in the boards, because they have a golden ticket now and they're more likely to want to participate. So we want to run that experiment and see what kind of applications actually get approved and what kind of science gets done.
Open the source and seek to the timestamp above.
2026-08-26
But the benefit of curing all cancer, the government is incredibly rich. And when you're incredibly rich, you can afford to take different bets to maximize your outcomes. The problem is, is that the government co-invested through things that are poorer than it. So each department says, you know, we can't really afford, we don't get that many appointments. So we're gonna go with somebody who has a very high probability of succeeding at a very modest outcome. And then we're gonna start lying about how important that is. You'll notice that if you ask people, how's your field doing? Everybody says, it's never been a better time to be a particle theorist. What's a terrible time to be a particle theorist, right? And we can't say that. And it's funny because again, in portfolio theory, if you have a balanced portfolio and part of it starts succeeding and part of it's failing, what you usually do is you take money out of the thing that's succeeding and put it into the thing that's failing because otherwise you get too much concentration in the portfolio.
Open the source and seek to the timestamp above.
What remains unresolved
Which funding approaches produce valuable discoveries while preserving independence and talent? Evaluation must allow for long timelines and failure without making every program immune to scrutiny.
A selected guide · September 2025–September 4, 2026 · Sources and method