Observing some people close to me with chronic health conditions, it's striking how useful Reddit frequently ends up being. I think a core reason is because trials aren’t run for a lot of things, and Reddit provides a kind of emergent intelligence that sits between that which any single physician can marshal and the full rigor of clinical trials.
Why aren’t trials run for a lot of things? Well, they’re of course slow and expensive (median cost of $19M for a pivotal trial in 2015[1]; after adjusting for inflation and other phases, maybe that corresponds to a total of $40M today?). But they’re also hard to fund when the intervention in question lacks IP protection since the ensuing knowledge can’t be monetized. As such, trials for diet, over-the-counter supplements, and lifestyle interventions are under-pursued. To give one prosaic example, lots of people think that magnesium improves sleep, but, as far as I know, no trial has ever been run assessing its ability to improve sleep in non-elderly adults without sleep disorders.
So, Reddit — in a pretty unstructured way — makes a limited kind of “compounding knowledge” possible. Best practices can be noticed and can imperfectly start to accumulate. For people with chronic health problems, this is a big deal, and I’ve heard lots of stories between “I found something that made my condition much more manageable” all the way to “I found a permanent cure in a weird comment buried deep in a thread”. (Of course, one also sees this outside of medical conditions. I’ve enjoyed the recommended routine in the BodyWeightFitness subreddit, as a comparable kind of distilled practical wisdom[2].)
An interesting and somewhat more formalized example of this approach was recently used for long COVID and published earlier this year[3]. After surveying 3,900 individuals, the paper analyzes patient-reported outcomes for 150 different treatments, yielding the figure reproduced below. There are evidently no silver bullets, but it is striking that, say, about half of people find that antihistamines are helpful. I know a number of people who found the learnings from this study to be impactful in improving their daily quality-of-life.
Seeing this paper and the Reddit experience makes me wonder whether the approach could somehow be scaled: is there a kind of observational, self-reported clinical trial that could sit between Reddit and these manual approaches? Should there be a platform that covers all major chronic conditions, administers ongoing surveys, and tracks longitudinal outcomes?
I don’t really know what the best way to go about this would be, but it feels to me that there could be something important here. There’s a lot of latent data in patients’ subjective experiences that is not today being properly gathered or analyzed.
I've long been interested in new ways to organize science and enable curiosity-driven discovery. Today, in partnership with @Stanford, @UCBerkeley, and @UCSF, we're excited to announce Arc Institute, a new undertaking in this vein: arcinstitute.org.
Arc is, fundamentally, a nonprofit that will conduct basic research in a somewhat new way. It’s based on three core ideas. First, betting not on projects, but on people. Arc will fund biomedical investigators to pursue whatever research programs they deem most worthy of study.
This might sound basic, but people tend to be shocked and horrified upon learning how many bureaucratic hurdles the nation's top researchers must contend with. A labyrinth of funding applications typically stands between a good idea and an important result.
Stripe launched 10 years ago today! Still jump out of the bed as enthusiastically as I did at the outset. (Actually somewhat more so -- wasn't really a morning person back then.)
Ten years in, it feels like we're just *now* starting to properly internalize the possibilities of the space in which we're operating. The bad news about Stripe is that infrastructure takes a long time to build, but the good news is that the benefits can compound for a long time.
Looking forward, the internet + global economies will expand massively over the coming decade, and boost global prosperity to new highs. There are millions of entrepreneurs to enable, businesses to unlock, and allocative efficiencies to improve!
In December 2020, we noticed a few findings — some of them from Fast Grants-funded scientists — that led us to be optimistic that fluvoxamine might be an effective Covid-19 treatment.
Based on the responses, we funded two clinical trials for fluvoxamine. One of those trials failed to recruit enough participants. Another did and the results are summarized here: blogs.jwatch.org/hiv-id-observa….
Someone I know has had some quite useful COVID-related posts removed from Medium, LinkedIn, and Nextdoor—they've been deemed "COVID misinformation". (It's not what the WHO endorses!)
I think his posts overstate the case for the treatment he’s arguing for. They aren’t without justification, however. He has some considerable scientific evidence on his side (including a small RCT).
This year, we’ve come to better appreciate the fallibility and shortcomings of numerous well-established institutions (“masks don’t work”)… while simultaneously entrenching more heavily mechanisms that assume their correctness (“removing COVID misinformation”).
Hard to find good stuff online but WWII Committee on Medical Research probably has useful lessons. In very short order, figured out how to scale penicillin production, found better malaria antivirals (including chloroquine!), huge improvements in blood transfusions/replacements…
These programs were *fast*. (Just over one year from formation of board to coordinate work on malaria to getting the first therapeutics shipped.)
There's lots of precedent for rapid, successful, directed medical research led/coordinated by US Government.
It may be worth touching on why we're building Atlas. Partly, it's to make access to infrastructure for entrepreneurship as broadly and cheaply available as possible. Talent is uniformly distributed... but opportunity is not. We want to help correct that.