We were gratified to receive over 150 good-faith submissions to Open Philanthropy’s Cause Exploration Prizes, where we invited people to suggest a new area for us to support or respond to our suggested questions. We hoped that these submissions would help us find new ways to carry out our mission — helping others as much as possible with the resources available to us.
You can read them on the EA Forum. Below, we highlight the submissions to which we are awarding major prizes and honorable mentions.
We’re awarding these prizes to entries that we thought engaged well with our prompts and helped us to better understand the questions and issues they addressed. We have not investigated each and every claim made in these entries, and the awarding of a prize does not imply that we necessarily endorse their claims or arguments as correct.
Our top prize
We are awarding our top prize ($25,000) to: Organophosphate pesticides and other neurotoxicants by Ben Stewart.
Second prizes
We are awarding three second-place prizes ($15,000) for the following submissions. These are listed in no particular order.
- Violence against women and girls by Akhil
- Sickle Cell Disease by anonymous
- Shareholder activism by sbehmer
Honorable mentions
We are awarding $500 to the authors of the following entries. These are listed in no particular order.
- Expanding access to infertility services in Low- and Middle-Income Countries by Soleine Scotney
- Maternal morbidity by alexhill
- Farmed Animal Welfare in Sub-Saharan Africa by anonymous
- Indoor Air Quality to Reduce Infectious Respiratory Disease by Gavriel Kleinwaks, Alastair Fraser-Urquhart, and joshcmorrison
- To WELLBY or not to WELLBY? Measuring non-health, non-pecuniary benefits using subjective wellbeing by JoelMcGuire, Samuel Dupret, and MichaelPlant
- Tobacco harm reduction by kristof
- Climate adaptation in low-income countries by Karthik Tadepalli
- Social and behavioral science R&D by Anna Harvey and Stuart Buck
- Family Planning: A Significant Opportunity for Impact by Sarah H and Ben Williamson
- Improving diagnosis and treatment of bipolar spectrum disorders by Karolina Soltys
- War between the US and China: A case study for epistemic challenges around China-related catastrophic risk by Jordan_Schneider and pradyusp
- Improved quality control in science by Sophie Schauman
- More animal advocacy R&D by anonymous
- Adapting to Extreme Heat Exposure in South Asia by Surbhi B
- Rich to Poor Country Spillovers by anonymous
- Large-scale International Educational Migration: A shallow investigation by Jasmin Baier, Johannes Haushofer, and Hannah Lea Shaw
- Training health workers to prevent newborn deaths by Marshall
- Developmental Cognitive Neuroepidemiology by Hauke Hillebrandt
- Differential Neurotechnology Development by mwcvitkovic
- Short sleeper genes by JohnBoyle
We are contacting all prize recipients by email.
Good-faith submissions
Next week we will begin the process of emailing everyone who submitted a good-faith submission in order to offer them participation awards of $200.
Future plans
As we stated in our announcement, this was a trial process for us. We’re grateful to those who sent us feedback and suggestions for how to improve. At this stage, we don’t know if or when we will repeat a process like this. We might write a public update later this year on what we have learned from this exercise and any plans to repeat this or a similar exercise again.
Thank you
We are grateful to Lizka and the other operators of the EA Forum, and to everyone who engaged with or submitted an entry to the Cause Exploration Prizes for making this possible.
Manifold Markets ran a prediction tournament to see whether forecaster would be able to predict the winners! For each Cause Exploration Prize entry, we had a market on "Will this entry win first or second place?". Check out the tournament rules and view all predictions here.
I think overall, the markets did okay -- they managed to get the first place entry ("Organophosphate pesticides and other neurotoxicants") as the highest % to win, and one of the other winners was ranked 4th ("Violence against women and girls"). However, they did miss out on the two dark horse winners ("Sickle cell disease" and "shareholder activism"), which could have been one hypothetical way markets would outperform karma. Specifically, none of the Manifold forecasters placed a positive YES bet on either of the dark horse candidates.
I'm not sure that the markets were much better predictors than just EA Forum Karma -- and it's possible that most of the signal from the markets were just forecasters incorporating EA Forum Karma into their predictions. The top 10 predictions by Karma also had 2 of the 1st/2nd place winners:
And if you include honorable mentions in the analysis, EA Forum Karma actually did somewhat better. Manifold Markets had 7/10 "winners" (first/second/honorable), while EA Forum Karma had 9/10.
Thanks again for the team at OpenPhil (especially Chris and Aaron) for hosting these prizes and thereby sponsoring so many great essays! Would love to see that writeup about learnings, especially curious what the decision process was that lead to these winners and honorable mentions.
Thank you!