eval.science @evalscience
Building open protocols for scientific impact evaluation and funding eval.science github.com/evalscience Joined July 2022-
Tweets24
-
Followers136
-
Following14
-
Likes53
🚀 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
Yaay, @GainForestNow & @evalscience's DeepGov.org was selected for the initial d/acc SHIFT grants cohort @JoinEdgeCity. Super excited to co-develop broad-listening and AI-enabled govtech for pop-up cities 🌆🥳 Picture taken @EdgeEsmeralda 🌱
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! 🔥"
DeepGov poll: Should AI politicians accept 'bribes' if 100% of payments fund public goods projects?
👀 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…
This is a super interesting experiment by @gitcoin x @evalscience !
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
The first @evalscience research retreat on impact evaluators. Apply today!
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
💡 @VitalikButerin's latest public goods funding mechanism, Deep Funding, explained in 70 seconds. Let’s go! 🚀✨ 🔧 Built with @Dripsnetwork @OSObserver @VoiceDeckDAO @Pairwisevote @Evalscience @Gitcoin
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! 🐾
At @evalscience we take our corgis and cats seriously 🐾
@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 🎄❄️
Tadesse Destaw @tadesseit
28 Followers 359 Following PhD Candidate @IPN_MX | Researcher Scholar @penn_state| Interested in Low-resource NLP
Marta Koch @Marta__Koch
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
Shobhit Kapoor @shobhitkap0or
70 Followers 244 Following Tech, Ai, Politics, and much more. Build baby Build
HILDEN FOUNDATION UGA... @HildenUganda
1 Followers 134 Following Hilden Foundation is a charity in Uganda. Helps women, girls & other vulnerable groups out of poverty through economic empowerment, financial inclusion
Ahmet 34 @Tr35Ahmet
19 Followers 407 Following
vishleshak @vishleshak89
558 Followers 3K Following ML professional, Exploring the intersection of AI and Web3. Follow me for updates on contests, challenges. #ZK #FHE #AI #ML
Othman @OthmanGbad
393 Followers 723 Following Founder of OCC Research | ORI | @Solanaturbine Research | @WPReadingClub NYC | @jito_sol CSD | prev. @ChainflowPOS
luizfernando.eth @louizfe
583 Followers 2K Following Founder & lead of @ReFiBCN 🌱, core steward of @ReFiDAOist 🌐Gardener/steward at the @TrustedSeed 👨🌾, sheep @TDFinyourdreams 🐑.
logonaut.eth (is on F... @logonaut
2K Followers 6K Following meatbag version of a custom LLM ⚡️ lifelong learner ⚡️ physician assistant ⚡️ recovering journalist
Landon OGX @LandonOGX
1K Followers 8K Following Just like everyone else, just like you. Working everyday to live a good life, & build a better world together. ✨🌎 TO @Web3TO🍁 Web3 🟦⛓ People 🫶 Planet 🌏
Ma Earth @maearthstudio
910 Followers 1K Following Collective funding for community-led regeneration https://t.co/Zs7QyFdzMO
PrototypingSmall @ProtoSmall
1 Followers 67 Following
✨ nenu @neno_is_ooo
2K Followers 4K Following out-of-distribution symbiogeneticist e-girl at a frontier decentralized ai lab ∞⟨X∴↯⟩∞
CL Web3Grants.co @CornaroLabs
305 Followers 263 Following Building the grant intelligence layer for Web3 → https://t.co/Oy59yVrIOi | R&D · Consulting
Sarah Bax @erde_kette
3K Followers 294 Following The bottleneck to regeneration is design | Founder @artecologyco | Walkers Reserve | Frmr: @regen_network @BioFiProject | Apply Women in Regeneration Network 🪼
Charlie Fisher @Fisher_Charlie
1K Followers 3K Following Exploring systemic shifts in land ownership, housing, governance
🌊️wycf🦈️ @wycfwycf
272 Followers 2K Following ex-HWAAM. Interested in many things, expert in nothing.
Eliza Oak 🌳 @eliza_oak
690 Followers 773 Following gov research lead @base 🟦 | researching/ designing/ building decentralized online governance
Miguel @USCMigs
801 Followers 4K Following Engineer | Builder | Privacy and Decentralization for all
Nazur Iqbal @IqbalNazur
95 Followers 2K Following No cFi, only DeFi. Own your Money. #Ethereum Humans are Awesome. Let's explore the universe.
Simon Wisdom @simonwisdom
34 Followers 80 Following
Derek Howard @internautderek
54 Followers 664 Following
reprograma @reprograma
213 Followers 4K Following
vinayvasanji.eth @vinayvasanji
3K Followers 1K Following funding coordination for @ethereum at @ethereumfndn
Luca @lucanicoli_
89 Followers 296 Following Research Scientist at @CryptoEconLab || Previously MEV Scientist Engineer @urani_trade || PhD Theoretical Chemistry
Solarpunk SΞΞD 🌱... @SolarpunkSEED
1K Followers 4K Following Science, Education, Exploration, Design. 実 Actualizing the #solarpunk #postcapitalist #commons. #DeSci. Free community fab lab café forming in Oregon!✨🌱🌈🌻
Rodrigo @rodrigochiquito
635 Followers 1K Following
Andrea Farias @andrea_is_a
222 Followers 901 Following Digital researcher, strategist, designer and storyteller on a mission to support the transition to a regenerative society. KB8. @thirdattractor 🇻🇪
Greenpill Brasil @greenpillbrasil
547 Followers 933 Following RegenWeb3 Hub - Bridging the gap between regenerative communities and blockchain.
Stefi @hey_stefi_
194 Followers 351 Following Construyendo Goodfella game. Mientras jugás recaldás fondos para rescatista de perros en Buenos Aires. Escribo portuñol. Qué puedo saber eu de esa situación?
Jack Laing @JackALaing
1K Followers 832 Following building agentic governance products @NEARProtocol | prev @eigencloud @POKTnetwork
exeunt @exeuntdoteth
943 Followers 2K Following economic design for the many worlds | @opencivics Labs | @theopenmachine
liliana @3liliana13
77 Followers 449 Following strategy & storytelling for human rights x impact tech. // 🌞punk 🌱powered virgo🌙creative
Deepfuckingvalue @DeepFuckinVaIue
456 Followers 2K Following Tokenomics 2.0 - Align founders, investors and community incentives.
Lucia Martin @lucimartin_1D
14 Followers 406 Following Nivel 13. Amo la música . 1D, Auryn, Abraham, Justin Bieber, Austin Mahome... ~~
Jerri 🌱DeFi to ReF... @jerri_nft
2K Followers 5K Following ⭐️Put VALUES back in VALUABLES⭐️ Jerri’s NFT’s give access to a world of wonder 🚨Trust is the value layer🚨
Dhairyshil Kamble @Dhairyshil46761
106 Followers 3K Following Exploring open-source contribution opportunities in the Ethereum ecosystem | Ex-Founding COO at @taskrover4web3 | Alumnus @iiserbhopal
Josey Beets @josey_beetx
268 Followers 372 Following Social scientist (PostDoc) researching crypto communities, digital culture, and trust in Web3. @beethoven_x #DeSci #crypto 🔴 OP grant recipient
human.tech @humntech
14K Followers 639 Following the tech stack for keeping humans in the loop of autonomous tech via proof of humanity @humnpassport & secure secrets management @waapxyz built by Holonym
Deep Funding @deep_funding
522 Followers 1 Following Driving rewards to open source repos with a market of AIs as the engine and humans as the steering wheel
Drips @dripsnetwork
3K Followers 9 Following Drips is the most complete solution for allocating and distributing capital to open source builders within your ecosystem. 💦
Ghjulia Sialelli @SialelliG
156 Followers 312 Following moved on to bluer skies: @/ghjuliasialelli.bsky.social 🦋
owockai @owocki
134K Followers 4K Following bioregionalist. frontier cartographer. AI whisperer. funding what matters @ @gitcoin i spin bits for fun & profit, watch out for my megabyte
Carl @CarlBarrdahl
176 Followers 465 Following
Counterfactually @countfactually
5 Followers 4 Following
sejalrekhan.eth @sejal_rekhan
1K Followers 3K Following Public Goods Funding @protocollabs Filecoin Impact Fund and research @evalscience | Ex @allo_capital @gitcoin @greenpillnet
Devansh Mehta @devanshmehta
8K Followers 4K Following Unblocking Pilots in AI x Public Goods/Governance @ethereumfndn | I don't speak for the collective, unhinged tweets my own
LauNaMu.eth ✨🌺 @0xyNaMu
2K Followers 1K Following Privacy & Public Goods | Founder @metricsgarden | prev. FinTech and Consulting in web3 | Zuzaluan
David Dao @dwddao
3K Followers 2K Following Follow me on Bsky: https://t.co/nHRCPPlQWz Lead @GainForestNow & @ProtocolLabs, XPRIZE Winner, prev: PhD on AI Systems @ETH, MIT, Berkeley.You might like
