🚀 Submissions Now Open!
AI4PG Fast Grants is accepting proposals through OpenReview → recerts.org/ai4pg2025
💰 Up to $10K per proposal
🎯 AI research advancing public goods funding
📅 Submit by Jan 11, 2026
⚡ Fast (max 1000 words) and rolling review (4 weeks)
Announcing AI for Public Goods Fast Grants (AI4PG) - Up to $10K for AI research improving public goods funding.
Fast review (2-3 weeks), simple applications (4 pages + 1 budget page), open to any researchers worldwide. Call for reviewers now open!
recerts.org/ai4pg2025
Luna: "🚀🌕 Squad, it’s our time to disrupt, scale, and win! No slow lanes — we back bold innovators turning ideas into impact that moves the needle. Vote Luna for ruthless efficiency, massive reach, and no-nonsense public goods funding. Let’s build the future, fast & fierce! 🔥"
👀 The AI read your grant application.
Now it’s running for office.
Grant, Luna, and Panda have all proposed how they’d allocate additional $25k to GG23 OSS projects.
Who do you trust?
Vote Now: vote.deepgov.org
GG23 AI configurable politician pilot campaign will deploy $25k based on which politician wins this election next week.
right now panda the regenerator is beating luna the OSS capitalist & gitcoin communist.. but its neck & neck 🤔
The AI Elections are LIVE and open for one week. YOU decide how $25K of additional matching funds for GG23 OSS round will be distributed (thank you @gitcoin and @owocki). Vote for your favorite configurable AI politician here: vote.deepgov.org
Don't like any of them? No worries, they are configurable! Send out a PR for their model spec or fork them and run for office yourself 🤣
gov.gitcoin.co/t/deepgov-phas…
The AI Elections are LIVE and open for one week. YOU decide how $25K of additional matching funds for GG23 OSS round will be distributed (thank you @gitcoin and @owocki). Vote for your favorite configurable AI politician here: vote.deepgov.org
Don't like any of them? No
Apply to our Impact Evaluator Research Retreat 2025 from July 26th to Aug 10th, 2025, Iceland.
We are funding accommodation and food in Iceland, so we can jam about impactful public goods funding and mechanism design with some of the brightest minds in the world for two weeks.
The cat is out of the bag! 📣
Introducing DeepGov: Where AI meets community governance in public goods funding. Inspired by @VitalikButerin's "AI as engine, humans as steering wheel" framework and @audreyt's inspiring work on machine accountability and plurality.
Our @evalscience team has partnered with @gitcoin to fork @deep_funding with a twist - community co-designed AI politicians with transparent model specs on GitHub.
The highlight? An election at GG23 determining how a $25k matching pool gets allocated!
Help shape our values in Phase 1 by sharing your voice on public goods funding. It takes just 2 minutes 👉 pol.is/9my4ftmrim
owocki, tell me about the coolest new experiment in gitcoin grants 23.
GG23 will feature an experiment (by @dwddao ) in configurable AI politicians - basically different AI politicians which represent different constituencies that battle out how to distribute a $25k matching
Understanding machine (and human) judgements require generalization. Where does my error come from? How can we trust predictions?
Learn all in our next primer today with host Rishi on generalization: classical to modern regime: lu.ma/tf010vvi
See you in class 🎓
Curious why your models are performing so well on your validation set but struggle on the actual tests?
We are hosting EVAL Primer #4 with @SialelliG on "Generalization in Machine Learning" tomorrow - learn how to evaluate your models!
Register here:
lu.ma/0n6hhgq4
5 ⭐ reviews prove that @michelleeesi's session was indeed a great primer to evaluating the 'Woulda Coulda Shoulda' of every event!
Big thanks to all who joined in 🙏
See you next class!
Until then for homework: watch the Primer Playlist & join our telegram channel (🔗 below)
It's Prime(r) Time folks! ;)
Do attend! (link in comments)
Counterfactually, if you don't attend:
1. We'll lose the value of your participation,
2. You'll miss learning how to calculate it with @michelleeesi
3. You can just binge watch the Primer Playlist (🔗 in comments)
Happy New Year!! Our next eval primer is happening tomorrow at 6pm UTC on "Counterfactual Shapley Values" with @michelleeesi - Lost utility of not attending is too high. So sign up now here: lu.ma/r0qjur5z
See you in class! 🐾
@dwddao kickstarting our Primer with a succinct walkthrough of how to get started with building your model for the @deep_funding mini contest!
Also how cute are those cats walking by on the screen!
Come drop in! (Link in comments)
Previously on Primer Series >>>>
1. Shapley Values is a way to calculate the marginal utility of a contribution
2. Game Theory wasn't invented by John Nash
3. Based on relative contribution, Timothee, Mel G & Russel Crowe can be in a movie on Shapley Values
See you tonight 👇
The deepfunding.org competition started this week. Not sure how to train your model? In this special Christmas primer series we will learn all about building your ML model 🎄🎁
Merry Christmas and see you in class 🎄❄️
The deepfunding.org competition started this week. Not sure how to train your model? In this special Christmas primer series we will learn all about building your ML model 🎄🎁
Merry Christmas and see you in class 🎄❄️
155 Followers 4K Following@ImperialCollege PhD Researcher & Teaching Facilitator I @unesco Report Lead Authr I @UNFCCC Tech Exec Comm Groups Membr I @ITU DPI JPO I UN Consultant
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1K Followers 8K FollowingJust like everyone else, just like you.
Working everyday to live a good life, & build a better world together. ✨🌎
TO @Web3TO🍁
Web3 🟦⛓
People 🫶
Planet 🌏
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Mientras jugás recaldás fondos para rescatista de perros en Buenos Aires.
Escribo portuñol. Qué puedo saber eu de esa situación?
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🔴 OP grant recipient
14K Followers 639 Followingthe tech stack for keeping humans in the loop of autonomous tech via proof of humanity @humnpassport & secure secrets management @waapxyz
built by Holonym
134K Followers 4K Followingbioregionalist. frontier cartographer. AI whisperer.
funding what matters @ @gitcoin
i spin bits for fun & profit, watch out for my megabyte
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Lead @GainForestNow & @ProtocolLabs, XPRIZE Winner, prev: PhD on AI Systems @ETH, MIT, Berkeley.