Projects & Proposals – Deepfunding

Deep Funding organizes projects into periodic rounds. Participants can submit proposals for the current round which eventually will be voted on by community to be awarded funds. You can also see the projects that have been awarded funds.

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80 Projects

Simulating the Quality of Community Decisions

Funding Awarded: $50,000

SingularityNET is seeking to advance its high-quality decision process for its decentralized Deep Funding program. In support of this aim, Photrek proposes to develop an open-source simulator which models how the complex network of community sentiments impacts voting outcomes. The project will both lay a foundation for voting simulation capability and demonstrate an initial result. This first investigation will evaluate the claim of Plural Voting that applying a quadratic cost to the strengths of opinion assures a) truthful voting, and b) mitigation of controlling factions. A roadmap of future capabilities including simulation of collusion detection and reputation scores will be provided.

Peer Reviewed🌟

CollabHub-AI: Open Source Collab Platform

Funding Awarded: $5,000

Our proposal outlines the ideation phase for the SingularityNET Open Source AI Developers Collaboration Platform. We’ll develop a comprehensive blueprint, strategize product development, establish collaboration methodologies and governance structture, explore open-source potential, and detail a strategy for seamlessly integrating AI features to enhance developer collaboration. A common space for co-creation, where to unleash innovation, share knowledge, and build groundbreaking AI solutions collectively on a platform designed to foster synergy among the brightest minds in artificial intelligence within the Deep Funding and SingularityNET family and ecosystem.

MeTTa-Driven KG Service with LLM Integration

Funding Awarded: $50,000

This proposal is structured to align with the requirements of the RFP for the MeTTa-Driven Knowledge Graph Service with LLM Integration. Our goal is to develop a service on the SingularityNET platform, integrating a custom knowledge graph builder with LLM capabilities. This service will allow natural language querying and intelligent insights extraction through Neo4j, making data analysis more accessible and user-friendly.

Peer Reviewed🌟

AI-Based Impact Organization Detector

Funding Awarded: $30,000

Many people, such as impact investors, purpose-driven job seekers, and socially conscious consumers, need to differentiate between impact organizations and other organizations. However, existing platforms do not provide this distinction, which means we have to manually analyze each organization to determine if it is an impact organization. To address this, we propose building an AI system that automates this process. We will train the model using a dataset of over 24,000 existing impact organizations.

Peer Reviewed🌟

Flood Risk Visualization in Complex Virtual Worlds

Funding Awarded: $40,000

We propose building a flood risk predictive model + API & show its utility with an advanced immersive simulation of flooding effects in a real-time 3D generated environment. We will train our model on existing real-world datasets and hydrological services, emulating Google Flood Hub’s documented strategy. In Unity3D (RT3D) we will represent a map-based riverine terrain flooding event with first-person perspective: high water levels, effects of flood waters on civic infrastructure, instances of fluid simulation, interaction with vehicles, with avatar-based citizens & responders in crowd simulations. We will include ChatGPT conversational ability with select citizen and responder avatars.

Peer Reviewed🌟

DFR4 Best contributors experiment

Funding Awarded: $5,000

We aim to compare LLM’s scoring of the contributions (i.e. Comments) from DFR3 with the scores given by reviewers. We also aim to start the first steps of a web app for the best contributor’s review process that will remove most friction in the process while adding an AI agent as one of the reviewers to get insights into how LLMs score contributions vs humans.

Peer Reviewed🌟

AI Satellite Insights for Sustainable Farming

Funding Awarded: $30,000

Satellite Insights for Sustainable Farming offers smallholder farmers AI-powered monitoring and insights. Using satellite imagery and computer vision, farmers can map fields, track crop health, and receive actionable recommendations via a user-friendly dashboard. Our mission is to democratize precision agriculture, enabling smallholders to optimize resources, boost productivity, and embrace sustainable practices for improved livelihoods.

Peer Reviewed🌟

AI Agent for Tailored Inheritance Tax Advice

Funding Awarded: $5,000

This proposal aims to lay the groundwork to develop an AI Agent to provide tailored Tax Advice. To minimize risks, in this ideation proposal, we intend to research the feasibility of the proposal and define features, requirements, and a plan for the development of this AI agent to provide tailored legal advice on inheritance tax across different legislations. The service would be developed with the assistance of GenWealth, the first Inheritance Protocol on Cardano, which has agreed to assist in the development and pilot of an MVP AI agent in the future. From this ideation work the goal is to create a proposal in the future, and make this AI Agent available in the Singularity Net Marketplace.

Peer Reviewed🌟

Jam Galaxy Roblox Game – Bringing SNet to 70M Daily Users

Funding Awarded: $50,000

“Galactic Jam Machine,” developed by MetaHug for Roblox, is an immersive musical adventure blending creativity, community, and space exploration. Targeting teens and adults, it allows players to compose music using cosmic-themed blocks and AI-driven creatures. The game emphasizes community sharing, offering a Galactic Gallery for showcasing compositions. With a 16-18 week development timeline and a $50,000 budget, its monetization strategy includes selling unique in-game items and premium access. This project stands out as a creative platform for musical expression in a dynamic 3D environment.

Composable AI from Appstorm@Zero2AI

Funding Awarded: $120,000

Zero2AI proposes a project with a budget of $78,000 (engineering costs), $30,000 (API/cloud cost), and $12,000 (on-boarding cost) to develop a framework that integrates SingularityNET (SNET) services as building blocks into their Appstorm AI app creation platform. Appstorm enables non-technical users to create AI applications with ease. By integrating SNET services, they aim to democratize access to AI services and foster an explosion of AI app creation. The project milestones include design and prototype, implementation of SNET services, QA and production readiness, payment integration, private stand-alone app prototype, and more. The team emphasizes low implementation risks and plans to launch a community token in Q1 2024 to incentivize creators and consumers while promoting SNET service

AI career guide

Funding Awarded: $300

AI Career Counselling aims to use AI to identify personality traits and career aspects to assist human career counsellors rather than replace them. They are seeking $300 in funding to reduce confusion for clients and counsellors while providing the best career advice. The project involves creating plans and guiding clients in the right direction, acting as a bridge between clients and career counsellors. Their marketing strategy focuses on making career and counsellor selection faster and easier. The project milestones include website development and research, with a breakdown of costs. The risks involve acquiring clients and counsellors, which they plan to mitigate through cost reduction and in-house organic marketing, with a voluntary revenue goal of $5.

The DAM: Decentralized Autonomous Marketplace

Funding Awarded: $5,000

Cyclic Media, Inc. seeks $5,000 to develop the Decentralized Autonomous Marketplace (DAM), a consumer-facing open social platform. Traditional social platforms concentrate profits among a few owners, limiting customization and opportunities for external developers. DAM addresses this by providing a marketplace with a developer-driven components library for web3, traditional apps, AI services, and data solutions. The DAM allows end-users to customize their experience by integrating apps into their UI. It leverages the SNET marketplace for AI apps, promoting AI app discovery and usage within DAM. This multi-chain, multi-currency platform envisions a diverse ecosystem of apps, widgets, and components. The project’s milestones include exploring AI utility, filtering and matching, data ma

Modelling Water Table Changes in a Virtual World

Funding Awarded: $5,000

Xyris XR Design, led by Kenn Mayfield, proposes an ideation project to research and create a working demo of a simulation that models the effects of water table changes in a select meadow/wetlands location. They request $5,000 in AGIX to conduct this research and create a static demonstration dataset. The project aims to address the challenges posed by climate change and its impact on water tables and local ecology. The proposed solution involves using a ready-to-use multiplayer Unity HDRP environment, which offers high-quality graphics and can be accessed via browser-based pixel streaming for broader accessibility. The simulation will include changeable parameters, moveable objects, and interactive controls to explore the effects of water table changes and ecological dynamics. The ideatio

Completed 👍

Drivepadi Technologies: Building Airbnb for Car Rentals in Africa

Funding Awarded: $5,000

Drivepadi Technologies Limited proposes to revolutionize car sharing in Nigeria by connecting car owners with renters through a convenient and cost-effective car rental platform. The problem being addressed is the high cost and inefficiency of car ownership and rental in Nigeria. Drivepadi’s solution involves a user-friendly app that allows car owners to list their vehicles for rent, providing renters with easy access to a wide range of vehicles. AI and SingularityNET integration will enhance the user experience, optimize pricing, improve safety, and increase operational efficiency. Their marketing strategy focuses on establishing a strong online presence, leveraging social media, influencer partnerships, and targeted advertising. The project milestones include product development, b

Generative AI Decision Making Advisor: Greening Power Generation for Budgets and the Environment

Funding Awarded: $5,000

MLBoost’s objective is to create decision-making advisor software driven by generative technologies, initially targeting power plant operations to improve efficiency and reduce energy consumption. This Proof of Concept (POC) serves as a critical demonstration of their technology’s potential. Current power plant operations are hindered by slow mathematical optimization methods, resulting in suboptimal performance and increased emissions. MLBoost’s POC phase involves sourcing Power Plant Digital Models (PDMs) and comparing generative optimization methods with conventional approaches. The success of this POC will lay the foundation for future software development on the SingularityNet platform, integrating forecasting services like SYBIL for smarter decision-making. The mark

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Round 4 - Beta

Status:🥳 Round Completed & Projects Awarded

Before opening the gates for Deep Funding Round 4, we have invited a small number of proposers to help us test our new platform. Apart from some limitations, everything is real! Real awards, real community feedback, and a real voting round. Join us in testing all features of the first version of this great new portal!

Round 4 - Beta Public Record Awarded Projects

Round Details

Start Date
29 Jan 2024
Total Funding
$265,000USD
Community Rewards
0AGIX
Projects Awarded
9

Pools

Voting

Start Date
12 Feb 2024
End Date
18 Feb 2024
Token Represented
1,001,129AGIX
wallet connected
51

Everything you need to know about the upcoming Deep Funding Test Round

Everything you need to know about the upcoming Deep Funding Test Round

January 14, 2024

Platform roadmap 2024 – Status and Outlook

Platform roadmap 2024 – Status and Outlook

December 31, 2023

Round 4

Status:✍️ Open for Proposals

Round 4 Public Record Awarded Projects

Round Details

Start Date
Total Funding
$0USD
Community Rewards
0AGIX
Projects Awarded

Pools

Voting

Start Date
End Date
Token Represented
0AGIX
wallet connected
0

Round 3

Status:🥳 Round Completed & Projects Awarded

Round 3 Public Record Awarded Projects

Round Details

Start Date
03 Aug 2023
Total Funding
$1,530,000USD
Community Rewards
0AGIX
Projects Awarded
43

Pools

Voting

Start Date
02 Oct 2023
End Date
08 Oct 2023
Token Represented
24,597,767AGIX
wallet connected
182

DFR3 – Rewards

DFR3 – Rewards

October 31, 2023

DFR3 – Results

DFR3 – Results

October 20, 2023

DF3 – Focus Group Advice – Community Engagement Scores and Voting Weights

DF3 – Focus Group Advice – Community Engagement Scores and Voting Weights

October 17, 2023

DFR3 – Voting is Live: Your Guide to Voting in Deep Funding Round 3

DFR3 – Voting is Live: Your Guide to Voting in Deep Funding Round 3

October 2, 2023

DFR3 – Internal Reviews of the SingularityNET RFP pool

DFR3 – Internal Reviews of the SingularityNET RFP pool

October 1, 2023

DFR3 – Proposals’ Peer Review Recommendations

DFR3 – Proposals’ Peer Review Recommendations

September 30, 2023

DFR3 – Final Assessment: Eligibility Review – Final Results

DFR3 – Final Assessment: Eligibility Review – Final Results

September 16, 2023

DFR3 – Eligibility Review – Phase 1 Results

DFR3 – Eligibility Review – Phase 1 Results

September 6, 2023

DFR3 – Launching Deep Funding Round 3

DFR3 – Launching Deep Funding Round 3

A new Deep Funding Pool: ‘SingularityNET RFPs’

A new Deep Funding Pool: ‘SingularityNET RFPs’

Round 2

Status:🥳 Round Completed & Projects Awarded

Round 2 Public Record Awarded Projects

Round Details

Start Date
14 Dec 2022
Total Funding
$500,000USD
Community Rewards
100AGIX
Projects Awarded
17

Pools

Voting

Start Date
27 Feb 2023
End Date
28 Mar 2023
Token Represented
0AGIX
wallet connected
187

DFR2 – Voting analysis

DFR2 – Voting analysis

DFR2 – Results

DFR2 – Results

DFR2 – Expert reviews

DFR2 – Expert reviews

February 9, 2023

DFR2 – Deep Funding Round 2 announcement

DFR2 – Deep Funding Round 2 announcement

December 14, 2022

DFR2 – Rule changes and vote

DFR2 – Rule changes and vote

October 21, 2022

Round 1

Status:🥳 Round Completed & Projects Awarded

Round 1 Public Record Awarded Projects

Round Details

Start Date
16 May 2022
Total Funding
$1,000,000USD
Community Rewards
0AGIX
Projects Awarded
12

Pools

Voting

Start Date
18 May 2022
End Date
24 Jun 2022
Token Represented
23AGIX
wallet connected
158

DFR1 – Voting analysis part 3 – Next steps

DFR1 – Voting analysis part 3 – Next steps

DFR1 – Voting Analysis Part 2 – improvement options

DFR1 – Voting Analysis Part 2 – improvement options

DFR1 – Voting analysis Part 1 – number crunching

DFR1 – Voting analysis Part 1 – number crunching

DFR1 – Results of Deep Funding Round 1

DFR1 – Results of Deep Funding Round 1