{"title": "GrantsScope - Grantee Discovery Using LLMs", "logoImg": "bafkreigb456ygq44wvjxsrpgnckoyxl2n4d4w5irgbz4tra6dbf4castxm", "website": "https://grantsscope.xyz/", "bannerImg": "bafybeibrcljtp3nqiowx7qng7fh2xkj23rnm6fbidqosdu5qxrtcudkkue", "createdAt": 1695727303952, "userGithub": "rohitmalekar", "credentials": {"twitter": {"type": ["VerifiableCredential"], "proof": {"jws": "eyJhbGciOiJFZERTQSIsImNyaXQiOlsiYjY0Il0sImI2NCI6ZmFsc2V9..0WJe7H-8lFlk5_H-IJFI3UEzFsq2j9mQoVLw3dDfhMgvnir4gSXMMxp21-fPSGYseW5PzgKscYoC_MBxkLDiBQ", "type": "Ed25519Signature2018", "created": "2023-11-08T06:56:20.686Z", "proofPurpose": "assertionMethod", "verificationMethod": "did:key:z6MkghvGHLobLEdj1bgRLhS4LPGJAvbMA1tn2zcRyqmYU5LC#z6MkghvGHLobLEdj1bgRLhS4LPGJAvbMA1tn2zcRyqmYU5LC"}, "issuer": "did:key:z6MkghvGHLobLEdj1bgRLhS4LPGJAvbMA1tn2zcRyqmYU5LC", "@context": ["https://www.w3.org/2018/credentials/v1"], "issuanceDate": "2023-11-08T06:56:20.686Z", "expirationDate": "2024-02-06T06:56:20.686Z", "credentialSubject": {"id": "did:pkh:eip155:1:0x2dd2036C9Db2ADA2739509AF0047c00C8b9291EF", "hash": "v0.0.0:R8KBzXPJgwixo98GvfgMPf00Yw0eqGaQgAyGHfvWcqw=", "@context": [{"hash": "https://schema.org/Text", "provider": "https://schema.org/Text"}], "provider": "ClearTextTwitter#RohitMalekar"}}}, "description": "\nGrantsScope is a series of early-stage live (links below) experiments to use the power of AI to help donors discover grantees for public goods funding in web3. GrantsScope uses LLMs (Large Language Models) to improve the discoverability of projects and reduce information asymmetry for donors to make an informed choice.\n\nAs Gitcoin Grants scale, it becomes important to improve the discoverability of projects for the effective distribution of public goods funding. With the advent of LLMs (Large Language Models), we can reduce information asymmetry for donors to make an informed choice. In addition, by enabling access to content in the form of conversation, projects without a strong marketing muscle can have a level playing field with others.\n\n#### Proof of Impact\n\nThe following is the evolution of live apps deployed to assist donors in various rounds.\n\n#### Gitcoin Citizens Round #1: Retroactive funding\n_13th June 2023 – 27th June 2023_  \n**Link:** https://gitcoin-citizens-round.streamlit.app/ \n**Description:** Focused on the grantees in the inaugural [Gitcoin Citizens Round](https://explorer.gitcoin.co/#/round/10/0x984e29dcb4286c2d9cbaa2c238afdd8a191eefbc), you can use the app to inquire about the [round](https://x.com/RohitMalekar/status/1671609676063027204?s=20), a [grantee’s impact](https://x.com/zer8_future/status/1671645653951459328?s=20), or search for [projects on a topic](https://publish-01.obsidian.md/access/b3b1a5dbf3cf3e32fc0222ee239ca0a9/x_Attachments/Screenshot%202023-09-26%20at%203.44.04%20PM%201.png) you care about.\n**Usage:** 121 unique viewers\n\n#### Gitcoin Grants #18: Climate Round\n_15th August 2023 – 29th August 2023_  \n**Link:** https://gg18-llm.streamlit.app/\n**Description:** A ChatGPT-like experience (with conversational memory) to explore 80+ grantees in the [climate round](https://explorer.gitcoin.co/#/round/10/0xb6be0ecafdb66dd848b0480db40056ff94a9465d) of GG18, with new feature for capturing user feedback. The app can be used to [write a Twitter thread](https://x.com/RohitMalekar/status/1694430171112026232?s=20) for your project, interact in [language of your choice](https://x.com/RohitMalekar/status/1694430173800677403?s=20), [seek clarification](https://x.com/RohitMalekar/status/1694430177974001789?s=20) for a grantee’s work, and explore [projects by topics](https://x.com/RohitMalekar/status/1694430180834464034?s=20) of your interest.\n**Usage:** 62 unique viewers\n\n#### Gitcoin Citizens Round #2\n_10th October 2023 – 24th October 2023_  \n**Link:** https://citizen-round-2.streamlit.app/\n**Description:** For [Gitcoin Citizens Round #2](https://explorer.gitcoin.co/#/round/424/0x7492a8c4ed29b1f1559888bd832fae5d33e10370), you can use the app to explore who is working on [innovative technical ideas](https://x.com/RohitMalekar/status/1712731683269865628?s=20) or who is [pushing the needle on governance](https://x.com/RohitMalekar/status/1713911298759573965?s=20) or understand a [particular project’s objective](https://x.com/RohitMalekar/status/1712731688781091135?s=20)!\n**Usage:** 61 unique viewers\n\n#### Gitcoin Grants #19\n_15th November 2023 – 29th November 2023_  \n**Link:** https://grantsscope.xyz/\n**Description:** Work in progress at the time of writing this application. Refer the link for the latest app deployed for GG19 on or after November 17th.\n**Usage:** TBD\n\n#### Roadmap\n- **Quality:** Improve quality of responses for queries based on specific attributes (e.g. funding amount, geography, etc.) by using models with larger context size\n- **Distribution:** Explore the use of OpenAI Marketplace (expected in December 2023) by creating custom GPTs built exclusively for grantees in Gitcoin Grants\n- **Modality:** Apply clustering algorithms to visualize grantees by the problem spaces they are working in to make it easy for donors to concentrate or diversify their investments based on impact\n\n#### The Moonshot\nDecentralized communities at times have the same information silos as centralized orgs, not as a result of access but the difficulty of discovery. Persistent information asymmetry leads to long-term damage in building a sustainable culture. \n\n> **Information silos create cultural silos.** \n\nThe lessons learnt from this project can be fed to solve the larger problems in discovering actionable content in decentralized communities, such as contributor onboarding and analysis paralysis in governance.", "logoImgData": {}, "bannerImgData": {}, "projectTwitter": "rohitmalekar"}