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Pool A
ID		NameOrgTitleTotal Nr of votesAverage rating Awarded amount Open source? Revenue sharing proposalProject summaryProject LinkProject needs (From SNET, community, each other)SNET supportCross team support
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R1-A1
Johann Quincy Sammy
CarbixAvatar 2 Human Learning: Net Zero and Carbon Negative Emissons,10,168,6927.48 $150,000N/A. But may change. 15% revenue sharing on API calls + 15% IP."The project is  targeted at training students on complex advanced carbon sequestration technology in an immersive environment
It features the development of 3 services focused on 1) avatar speech recognition, 2) immersive learning, and 3) sign language, to be Unity and Unreal immersive engines in real time or to augment other services"
https://proposals.deepfunding.ai/collaborate/d592f698-9c0c-4617-a7ef-2ebed820d9ad
API connection to SNET
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R1-A2Kenric NelsonPhotrekRisk-Aware Data Generation for SingularityNet Applications5,083,6536.94 $115,000YesPhotrek will negotiate in good faith with SingularityNET regarding a revenue sharing option. We currently anticipate a combination of option 2 (IP Sharing) and option 4 (API calls) to be the most appropriate. Photrek is planning to deliver a service to the SingularityNET platform and we will be building from open-source software; nevertheless, we’d like to review the details of the revenue sharing options to ensure the best plan is implemented.Photrek will provide a Coupled Variational Autoencoder as a service for the SingularityNet community. This algorithm has the ability to fill gaps in real-world data as a crucial issue in improving the pipeline of machine learning forecasting capability. It will provide simulated interpolation of these gaps that can be tuned based on the degree of risk desired for the model.
https://proposals.deepfunding.ai/collaborate/5860fb2a-57c5-4230-9638-9284299e12db
Collaborative engagement with SNET on development of the APIs necessary for integration with SNET MarketplaceContact is already ongoing with Rafe Tariq
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R1-A3Soubir AcharyaZero2AISimply AI with Trust,8,515,4606.71 $144,000Planned in 2023 - to open source the entire project.1. IP sharing
All intellectual property of the project presented to Deep Funding will be cross-licensed including patents.


2. Token allocations
We are planning for a Zero2AI token launch in Q3 2022. The tokens are an incentive pool for Zero2AI network members that reward members for testing, contributing etc. and also normalizes fractional ownership of NFTs. If awarded by DeepFunding, we will allocate 5% of the initial total token supply to SNET/DeepFunding.



3. NFT drops

We are planning to drop a limited number of NFTs to all early AI app creators on the Zero2AI network.		Zero2AI aims to select the best usable API-based AI services on different repositories, including SingularityNET's decentralized AI platform, and offer them as curated microservices linked to an NFT. The goal is to make AI accessible to a non-technical audience right on their Smartphone. The proposition includes auto-curation of AI models and bias detection.
https://proposals.deepfunding.ai/collaborate/97cb76b2-a0a7-421e-acf6-70126d2c493e
 Integration with platform, deeper understanding of platform architecture
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Pool BNameTitleTotal votes per projectAverage rating Requested amount
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R1-B1Robert HaasRobert HaasGrammar-guided genetic programming5,192,6357.98 $40,000YesDonation of the fully implemented AI service to SingularityNET. (Where we will carry the cost of hosting and the 25% is available for development.)Many real-world tasks can be formulated as 'optimization problems'. This solution offers a general-purpose optimization service that uses methods from the field of evolutionary computation that allow searching for optimal programs in any formal language including Python, C++, Rust, as well as domain-specific languages such as HTML, JSON and Protobuf.
https://proposals.deepfunding.ai/collaborate/066ca519-07a4-44a9-91ab-23bc44e737df
 Rafe Tariq (SDAO) is very interested in this
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R1-B2Kenric NelsonPhotrekRisk-aware Assessments of AI Algorithms,4,667,4127.60 $35,000YesPhotrek will negotiate in good faith with SingularityNET regarding a revenue sharing option. We currently anticipate a combination of option 2 (IP Sharing) and option 4 (API calls) to be the most appropriate. Photrek is planning to deliver a service to the SingularityNET platform and we will be building from open-source software; nevertheless, we’d like to review the details of the revenue sharing options to ensure the best plan is implemented.A suite of assessment tools to assure that ML/AI algorithms effectively manage risk. Contrary to typically used assessments, it will account for nonlinear risk tolerances required for real-life applications, thus avoiding overconfident forecasting.
https://proposals.deepfunding.ai/collaborate/7f31c306-2605-4f73-9a49-8e2793a75eec
Collaborative engagement with SNET on development of the APIs necessary for integration with SNET MarketplaceContact is already ongoing with Rafe Tariq
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R1-B3Justin DiamondHetzerkDecentralized Physics Simulations11,230,4837.56 $40,000Yes, but not initiallyN/AA decentralized protocol for the simulation of physical systems leveraging Nunet and SingularityNet for computation and AI services. Featuring end-to-end integration of multi-scale simulations for developing and employing theoretical and AI algorithms built up from heterogeneous data sources, symbolic knowledge extraction, and cognitive principles.
https://proposals.deepfunding.ai/collaborate/b213135a-0c0c-43a9-a73f-cbed776c5b48
 Deborah Is interested, perhaps also Michael (both from rejuve / Biomediical)
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R1-B4Robert HaasRobert HaasEvolutionary search for robust trading strategies4,768,9747.23 $40,000YesDonation of the fully implemented AI service to SingularityNET. (Where we will carry the cost of hosting and the 25% is available for development.)A specific use case that builds on the “Grammar-guided genetic programming” proposal, offering a service where users can provide data plus various preferences to the algorithm and it will return evolved trading strategies that perform well on historical data and have a reasonably high chance to perform similarly well on live markets.
https://proposals.deepfunding.ai/collaborate/0f741644-1b9b-42c0-a5c8-c5bd69085a90
Implementation of inter-service calls: The service developed here will call the optimization service developed in the GGGP proposal. I'd appreciate any support in how to use SNET's developer tools for that purpose. One exemplary question: Is there a way to (repeatedly and automatically) test the interplay of two services offline before deploying them on the platform, e.g. in a locally simulated marketplace?Rafe Tariq (SDAO) is very interested in this
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R1-B5Natasha Vita-MoreH+DaoH+DAO Transhumanist Decentralized Projects7,495,8937.07 $40,000YesN/ADevelop and launch a 'DAOMatcher DApp', that will interpret social media posts and profiles of various individuals to infer their potential interest in H+DAO projects, by analyzing open online textual information sources using natural language models.
https://proposals.deepfunding.ai/collaborate/f3a4c67e-06f2-4a78-90a3-853b4d69c39e
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R1-B6Patrik GudevMuseverseMUSEVERSE: Music into the metaverse7,504,9457.01 $40,000It is hard to say at this moment. We are aiming to go as much as possible to the open-source solution, but as the majority of VR headsets companies are centralized closed systems we might not be able to go open-source. Our approach to the solution might also connect with already established teams that might not be interested in bringing the solution open-source.N/ACreate an AI for analyzing musical instruments from physical space and projecting them in real-time into virtual reality, starting with a piano keyboard. This solution will provide an opportunity for creating VR applications for playing, composing, and collaborating on music in VR. 
https://proposals.deepfunding.ai/collaborate/6c6b947e-2b00-49d0-9212-063d4a355cac
Firstly, collaborative engagement with SNET on the development of the APIs necessary for integration with SNET Marketplace. Secondly, we would appreciate to connecting us with an AI developer that would be interested to work on AI application to music. We have a good VR team, we don't have that much AI talent on board yet.
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R1-B7Jan RomportlMawu.AIAnti-fakenews Analytics App – Mawu.Analyst4,911,9816.84 $40,000NoN/AMawu.ai is a decentralized anti-fake news platform on Cardano and SingularityNET, that trains users on how to read news mindfully, spot manipulation, and rewards them financially if they’re good and consistent in it. To make this sustainable this project will provide subscription-based detailed analytical dashboards with fake news-related insights generated by the AI backend of Mawu.ai.
https://proposals.deepfunding.ai/collaborate/dfd59817-760b-4495-994d-8855f6b3a408
Hrruy would like a chat. Perhaps involve Anton?
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R1-B8Sierk Rosema
Lizuca Programmatuurontwikkeling
Universal Sentence Parser3,629,7516.84 $22,000YesN/AA service that splits a text into sentences, according to a given dictionary, in a fast and robust way, and can be applied to natural and artificial languages. It will use algorithms based on graph theory to determine all ways a given text can be split into sentences. The result is a truly universal sentence splitter, that works independently of language or even alphabet.

https://proposals.deepfunding.ai/collaborate/6f585ca3-f136-47ba-af51-9dd14d2bf418
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R1-B9Alessandro longoZRushZRush - a hybrid control system for robot swarms15,110,4776.73 $40,000NoN/AZRush aims to extend swarm intelligence and multi-agent mechanics to real-world practical applications by designing a control system for swarms of robots that combines autonomous swarm behaviour with human piloting and decision-making. It focuses on precision, reliability, and flexibility and aims at overcoming the issues that currently limit the use of robot swarms in real-life scenarios.
https://proposals.deepfunding.ai/collaborate/7f8c646a-bb7e-446c-9962-9d528c272e99
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