Emerging Technology

A National Institute for High-Reward Research

07.23.25 | 6 min read | Text by Stuart Buck

The policy discourse about high-risk, high-reward research has been too narrow. When that term is used, people are usually talking about DARPA-style moonshot initiatives with extremely ambitious goals. Given the overly conservative nature of most scientific funding, there’s a fair appetite (and deservedly so) for creating new agencies like ARPA-H, and other governmental and private analogues.

The “moonshot” definition, however, omits other types of high-risk, high-reward research that are just as important for the Government to fund—perhaps even more so, because they are harder for anyone else to support or even to recognize in the first place.

Far too many scientific breakthroughs and even Nobel-winning discoveries had trouble getting funded at the outset. The main reason at the time was that the researcher’s idea seemed irrelevant or fanciful. For example, CRISPR was originally thought to be nothing more than a curiosity about bacterial defense mechanisms.

Perhaps ironically, the highest rewards in science often come from the unlikeliest places. Some of our “high reward” funding should therefore be focused on projects, fields, ideas, theories, etc. that are thought to be irrelevant, including ideas that have gotten turned down elsewhere because they are unlikely to “work.” The “risk” here isn’t necessarily technical risk, but the risk of being ignored.

Traditional funders are unlikely to create funding lines specifically for research that they themselves thought was irrelevant. Thus, we need a new agency that specializes in uncovering funding opportunities that were overlooked elsewhere. Judging from the history of scientific breakthroughs, the benefits could be quite substantial. 

Challenge and Opportunity

There are far too many cases where brilliant scientists had trouble getting their ideas funded or even faced significant opposition at the time. For just a few examples (there are many others): 

One could fill an entire book with nothing but these kinds of stories. 

Why do so many brilliant scientists struggle to get funding and support for their groundbreaking ideas? In many cases, it’s not because of any reason that a typical “high risk, high reward” research program would address. Instead, it’s because their research can be seen as irrelevant, too far removed from any practical application, or too contrary to whatever is currently trendy.

To make matters worse, the temptation for government funders is to opt for large-scale initiatives with a lofty goal like “curing cancer” or some goal that is equally ambitious but also equally unlikely to be accomplished by a top-down mandate. For example, the U.S. government announced a National Plan to Address Alzheimer’s Disease in 2012, and the original webpage promised to “prevent and effectively treat Alzheimer’s by 2025.” Billions have been spent over the past decade on this objective, but U.S. scientists are nowhere near preventing or treating Alzheimer’s yet. (Around October 2024, the webpage was updated and now aims to “address Alzheimer’s and related dementias through 2035.”)

The challenge is whether quirky, creative, seemingly irrelevant, contrarian science—which is where some of the most significant scientific breakthroughs originated—can survive in a world that is increasingly managed by large bureaucracies whose procedures don’t really have a place for that type of science, and by politicians eager to proclaim that they have launched an ambitious goal-driven initiative.

The answer that I propose: Create an agency whose sole raison d’etre is to fund scientific research that other agencies won’t fund—not for reasons of basic competence, of course, but because the research wasn’t fashionable or relevant.

The benefits of such an approach wouldn’t be seen immediately. The whole point is to allocate money to a broad portfolio of scientific projects, some of which would fail miserably but some of which would have the potential to create the kind of breakthroughs that, by definition, are unpredictable in advance. This plan would therefore require a modicum of patience on the part of policymakers. But over the longer term, it would likely lead to a number of unforeseeable breakthroughs that would make the rest of the program worth it.

Plan of Action

The federal government needs to establish a new National Institute for High-Reward Research (NIHRR) as a stand-alone agency, not tied to the National Institutes of Health or the National Science Foundation. The NIHRR would be empowered to fund the potentially high-reward research that goes overlooked elsewhere. More specifically, the aim would be to cast a wide net for: 

NIHRR should be funded at, say, $100m per year as a starting point ($1 billion would be better). This is an admittedly ambitious proposal. It would mean increasing the scientific and R&D expenditure by that amount, or else reassigning existing funding (which would be politically unpopular).  But it is a worthy objective, and indeed, should be seen as a starting point. 

Significant stakeholders with an interest in a new NIHRR would obviously include universities and scholars who currently struggle for scientific funding. In a way, that stacks the deck against the idea, because the most politically powerful institutions and individuals might oppose anything that tampers with the status quo of how research funding is allocated. Nonetheless, there may be a number of high-status individuals (e.g., current Nobel winners) who would be willing to support this idea as something that would have aided their earlier work. 

A new fund like this would also provide fertile ground for metascience experiments and other types of studies. Consider the striking fact that as yet, there is virtually no rigorous empirical evidence as to the relative strengths and weaknesses of top-down, strategically-driven scientific funding versus funding that is more open to seemingly irrelevant, curiosity-driven research. With a new program for the latter, we could start to derive comparisons between the results of that funding as compared to equally situated researchers funded through the regular pathways. 

Moreover, a common metascience proposal in recent years is to use a limited lottery to distribute funding, on the grounds that some funding is fairly random anyway and we might as well make it official. One possibility would be for part of the new program to be disbursed by lottery amongst researchers who met a minimum bar of quality and respectability, and who had got a high enough score on “scientific novelty.” One could imagine developing an algorithm to make an initial assessment as well. Then we could compare the results of lottery-based funding versus decisions made by program officers versus algorithmic recommendations. 

Conclusion

A new line of funding like the National Institute for High-Reward Research (NIHRR) drive innovation and exploration by funding the potentially high-reward research that goes overlooked elsewhere. This would elevate worthy projects with unknown outcomes so that unfashionable or unpopular ideas can be explored. Funding these projects would have the added benefit of offering many opportunities to build in metascience studies from the outset, which is easier than retrofitting projects later. 

This memo produced as part of the Federation of American Scientists and Good Science Project sprint. Find more ideas at Good Science Project x FAS

Frequently Asked Questions (FAQs)
Won’t this type of program end up funding a lot of scientific projects that fizzle out and don’t work?

Absolutely, but that is also true for the current top-down approach of announcing lofty initiatives to “cure Alzheimer’s” and the like. Beyond that, the whole point of a true “high-risk, high-reward” research program should be to fund a large number of ideas that don’t pan out. If most research projects succeed, then it wasn’t a “high-risk” program after all. 

What if the program funds research projects that are easily mocked by politicians as irrelevant or silly?

Again, that would be a sign of potential success. Many of history’s greatest breakthroughs were mocked for those exact reasons at the time. And yes, some of the research will indeed be irrelevant or silly. That’s part of the bargain here. You can’t optimize both Type I and Type II errors at the same time (that is, false positives and false negatives). If we want to open the door to more research that would have been previously rejected on overly stringent grounds, then we also open the door to research that would have been correctly rejected on those grounds. That’s the price of being open to unpredictable breakthroughs.

How will we evaluate the success of such a research program?

How to evaluate success is a sticking point here, as it is for most of science. The traditional metrics (citations, patents, etc.) would likely be misleading, at least in the short-term. Indeed, as discussed above, there are cases where enormous breakthroughs took a few decades to be fully appreciated. 


One simple metric in the shorter term would be something like this: “How often do researchers send in progress reports saying that they have been tackling a difficult question, and that they haven’t yet found the answer?” Instead of constantly promising and delivering success (which is often achieved by studying marginal questions and/or exaggerating results), scientists should be incentivized to honestly report on their failures and struggles. 

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