metadata: {"signature": "0xe6f08660216f6b1a7b8046a982f225e2fd554cdd4e25ad0131b0a6927d91b0e44307c985d0e44d4df4b32d0a37eafd6793a55323e06932d4a757128b0344d32c1c", "application": {"round": "0x98720dd1925d34a2453ebc1f91c9d48e7e89ec29", "answers": [{"type": "email", "hidden": true, "question": "Email Address", "questionId": 0, "encryptedAnswer": {"ciphertext": "UDSnX/UDtILsaJSOMxDZ9AfWFtKPeN7+hGS1FDdScoTlBWo4kxDUlvnLsPYG/Dcs", "encryptedSymmetricKey": "1d740b421a40131c950ab52cb7c3cb38c9457ac98b1ee1886490037aa9decd253705ea3ce05c2c34c7a89951abc0fd0d8cc30e77bdc39695ea22ee360b113b5525e7a8e4ed5db78895d7b532627cf034ae537518219458829f57748120ed7f8917abb7ecffff4f64951af2a0349862b2637a4934f0d5155bd70e18fa0aea0210000000000000002036362b88d5f184de0d1d74b4e249789e7b1e1575d9b8a5f4cfaf50455de9887af2c5107d7d99ebc3af46107523c55e94"}}, {"type": "short-answer", "answer": "rohitmalekar", "hidden": false, "question": "Telegram Handle (you can answer N/A)", "questionId": 1}, {"type": "short-answer", "answer": "", "hidden": false, "question": "Gitcoin Gov Forum Handle (gov.gitcoin.co)", "questionId": 2}, {"type": "short-answer", "hidden": false, "question": "Link to your Public Group Chat (Discord or Telegram )", "questionId": 3}, {"type": "short-answer", "answer": "By helping donors discover value and impact-aligned grantees using conversational interface. This way, projects that might not have a strong marketing muscle also get a level footing to surface their impact.", "hidden": false, "question": "How is your project focused on improving the Web3 ecosystem? ", "questionId": 4}, {"type": "paragraph", "answer": "Participated in Gitcoin Citizens Round #2 for retroactively funding apps built for Citizens Round #1 and GG18 Climate Round. Since then, I have built two more applications with improvements in performance and quality. The chronological list of deployments is available at http://grantsscope.xyz/", "hidden": false, "question": "If you've participated in past grant rounds, please share any new updates or milestones from the prior months (N/A if you haven\u2019t participated previously). ", "questionId": 5}, {"type": "paragraph", "answer": "Quantitative Metric: # of Unique Viewers (as listed above)\nQualitative Metric: Inline user feedback as part of their product experience, feedback on Twitter.\n", "hidden": false, "question": "How do you measure the impact of your project? Please provide examples and/or standard metrics. This might be used in future impact reports ", "questionId": 6}, {"type": "number", "answer": "191", "hidden": false, "question": "Total Prior Funding for the project in USD", "questionId": 7}, {"type": "multiple-choice", "answer": "Grants", "hidden": false, "question": "Which of the following funding sources have you received? Check all that apply", "questionId": 8}, {"type": "number", "answer": "1", "hidden": false, "question": "Total Team Size", "questionId": 9}, {"type": "number", "answer": "6", "hidden": false, "question": "How old (in Months) is the project? (We will use twitter, domain registration, github, etc to verify)", "questionId": 10}, {"type": "address", "hidden": true, "question": "If you participated in past grant rounds using a different project payout wallet address, please share it here:", "questionId": 11}, {"type": "paragraph", "answer": "N/A", "hidden": true, "question": "Profiles or socials of other main team members publicly associated with the project (N/A for solo founders): ", "questionId": 12}, {"type": "multiple-choice", "answer": "Yes", "hidden": true, "question": "Have you read and confirmed your grant abides by the Program General Eligibility Policy? https://gitcoin.notion.site/GG19-Eligibility-50843c8b3ab44ad297731a00efa6e389?pvs=4  ", "questionId": 13}, {"type": "paragraph", "hidden": false, "question": "Anything else you'd like to share about your project, previous work, or other project affiliations? Anything you'd like to add that may help in determining project eligibility?", "questionId": 14}, {"type": "multiple-choice", "hidden": true, "question": "Would you like to opt-in to future messages from Gitcoin for updates, information, and/or interviews? ", "questionId": 15, "encryptedAnswer": {"ciphertext": "m7IfHEhVqTC6rSGnyUhzKFbQ0W8/HIF5PC9U6a+0PmQ=", "encryptedSymmetricKey": "d0ea67924df439c695f32897a9e2a8be0f218860091138185731555de6b2bbd98d3936cfc9bb2e49d6feade4d6ee4a09bb756125ae004a4664173a646f07e1f0d91f6357bd95b987f2ef202e3351997295fe3cf2825ea614d0dff1245c810e8cb92b9695c9bd70e130d0af58b117e6e5ab09732becf9e678eed518ddf3e499d20000000000000020e63bb9a151c3d71bced898fa9f13fd966ae6b954bd056eba4982a9091ecfbb059b6a8ae8d86f2b1fb84d84d689c991b9"}}, {"type": "multiple-choice", "hidden": true, "question": "Would you like to opt-in to us sharing your information with select third-parties for investment opportunities? ", "questionId": 16, "encryptedAnswer": {"ciphertext": "gL7fN2uIqK2Qm/XjrxlxiSkbhDbTlqWUcg4lbK1rMBE=", "encryptedSymmetricKey": "cab9aa479cc0dd7dd63c3f73be7de5ae864924e6f3907d5a8562bf0e14bf2bc059c6b49e10f757c687f0b86a05bbb309498b8830466566bc81c3171cde6111587c1bdf0f1db09dc806d87374a960155ba13b7c207ea1a83e1c9d6c99b5ad93a1ff4891dd62df4fb7bd7d03c1f36e6d0f78a6f60197f893e9941ff64250e89d1500000000000000203d2332a1abffbe6f3c220629f2f6f5247bf8d1de6039bf1ec5744effe06a63d56816e248a646a4039b1de803980583b1"}}, {"type": "multiple-choice", "answer": "Asia", "hidden": false, "question": "Location/Region where the project is based.  Choose from: ", "questionId": 17}], "project": {"id": "424:0xDF9BF58Aa1A1B73F0e214d79C652a7dd37a6074e:104", "title": "GrantsScope - Grantee Discovery Using LLMs", "logoImg": "bafkreigb456ygq44wvjxsrpgnckoyxl2n4d4w5irgbz4tra6dbf4castxm", "metaPtr": {"pointer": "bafkreiezuac4srvtkmutbgdcx2ewqgelgkdfc3fn5tiagm45itpos6q6ye", "protocol": "1"}, "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 \u2013 27th June 2023_  \n**Link:** https://gitcoin-citizens-round.streamlit.app/ \n**Description:** Focused on the grantees in the inaugural\u00a0[Gitcoin Citizens Round](https://explorer.gitcoin.co/#/round/10/0x984e29dcb4286c2d9cbaa2c238afdd8a191eefbc), you can use the app to inquire about the\u00a0[round](https://x.com/RohitMalekar/status/1671609676063027204?s=20), a\u00a0[grantee\u2019s impact](https://x.com/zer8_future/status/1671645653951459328?s=20), or search for\u00a0[projects on a topic](https://publish-01.obsidian.md/access/b3b1a5dbf3cf3e32fc0222ee239ca0a9/x_Attachments/Screenshot%202023-09-26%20at%203.44.04%20PM%201.png)\u00a0you care about.\n**Usage:** 121 unique viewers\n\n#### Gitcoin Grants #18: Climate Round\n_15th August 2023 \u2013 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\u00a0[climate round](https://explorer.gitcoin.co/#/round/10/0xb6be0ecafdb66dd848b0480db40056ff94a9465d)\u00a0of GG18, with new feature for capturing user feedback. The app can be used to\u00a0[write a Twitter thread](https://x.com/RohitMalekar/status/1694430171112026232?s=20)\u00a0for your project, interact in\u00a0[language of your choice](https://x.com/RohitMalekar/status/1694430173800677403?s=20),\u00a0[seek clarification](https://x.com/RohitMalekar/status/1694430177974001789?s=20)\u00a0for a grantee\u2019s work, and explore\u00a0[projects by topics](https://x.com/RohitMalekar/status/1694430180834464034?s=20)\u00a0of your interest.\n**Usage:** 62 unique viewers\n\n#### Gitcoin Citizens Round #2\n_10th October 2023 \u2013 24th October 2023_  \n**Link:** https://citizen-round-2.streamlit.app/\n**Description:** For\u00a0[Gitcoin Citizens Round #2](https://explorer.gitcoin.co/#/round/424/0x7492a8c4ed29b1f1559888bd832fae5d33e10370), you can use the app to explore who is working on\u00a0[innovative technical ideas](https://x.com/RohitMalekar/status/1712731683269865628?s=20)\u00a0or who is\u00a0[pushing the needle on governance](https://x.com/RohitMalekar/status/1713911298759573965?s=20)\u00a0or understand a\u00a0[particular project\u2019s objective](https://x.com/RohitMalekar/status/1712731688781091135?s=20)!\n**Usage:** 61 unique viewers\n\n#### Gitcoin Grants #19\n_15th November 2023 \u2013 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.", "lastUpdated": 0, "projectTwitter": "rohitmalekar"}, "recipient": "0x2dd2036C9Db2ADA2739509AF0047c00C8b9291EF"}}