Daniel Ospina

Project owner

Improved Reputation Sytem for Governance RFP

We plan to build on top of the existing research and work we’ve done:
- Mapping Reputation Types https://docsend.com/view/chiq9nt84qvpv8g4
- building data ingestion pipelines for Discord, Discourse, Github, Telegram, etc
- building a Knowledge Graph of interactions between participants
- creating an RFP for a knowledge graph that builds on top of the above

The next step is to disseminate all of this research and facilitate a series of workshops with SingulairtyNET ecosystem actors and co-design how we can better apply reputation in governance using what already exists and building on top. Thus ensuring scalability, transparency, and fairness in community-driven decision-making processes.

Luke Mahoney (MLabs)

Project owner

NEURAL SEARCH

Neural Search is a new way to incorporate Monte Carlo Tree Search into neural networks. Unlike similar techniques, Neural Search builds the exploration and optimization of the search into the layers of the network. The search itself is learnable, and provides us with a means to develop guided search algorithms trained on data. We have demonstrated that the algorithm can learn robust solutions to search problems. We propose further development of the approach to large scale problems, and to demonstrate the effectiveness of the algorithm by training it to play Go, a standard achieved AlphaGo.

Total for the project is $150K over 11 months, and it will be resourced by 3 senior MLabs members.

Rakesh Jakati

Project owner

AI-Enhanced Neurotech for Mental Well-being

SkyBrain Neurotech aims to revolutionize cognitive and mental well-being by integrating EEG-based neurotechnology with advanced AI/ML algorithms, blockchain, and IoMT. Our solutions provide precise assessments and interventions in healthcare, sports, education, and workplace wellness. AI/ML algorithms analyze EEG data for pattern recognition, predictive analytics, and real-time decision-making. IoMT ensures continuous monitoring, while blockchain secures data privacy and integrity. Our project aligns with Singularity NET’s mission to democratize AI, enhancing human cognition and mental health with ethical and innovative technologies.

Sam Gittis

Project owner

AI Song Starter: Innovate Music Creation

AI Song Starter is a revolutionary tool designed to streamline music production by generating custom loops and stems based on text prompts or audio inputs. This tool helps musicians overcome writer's block, save time, and enhance creativity. By integrating with SingularityNET AI Marketplace, it democratizes access to advanced music production tools, fostering creativity and innovation across the music industry. This initiative supports over 60 million musicians worldwide, driving broader adoption and engagement within the SingularityNET ecosystem.

Ubio Obu

Project owner

SNET Machine Translation for Minority Languages

SingularityNet understands the importance of machine translations as a means of ensuring inclusion and making the AGI more accessible to all. This is why Ben Goertz established the ML team for machine translation for undersourced languages, with a pilot ongoing in Ethiopia in languages of Amharic, Tigray, etc. While the Pilot is ongoing in Ethiopia this proposal is to create a community-centric effort that will complement the work of the iCog Labs team who are working in Ethiopia and provide a community corpus of various minority languages that will be utilized by the SNET machine translation team to build a more comprehensive translation tool which incorporates the diversity of our world.

Walter WaKa

Project owner

Learn with AI

The human ability to learn throughout our lives may be our most important feature as a species. Yet, learning is a deeply individual process, and we learn best in an interaction with a personal tutor or within a peer group.
Recent rapid advances in AI, particularly the multi-modal generative capability, promise to uncover entirely new ways of human learning and also to assist existing approaches to education with content creation and personalization, and with deep lesson plan customization. We aim to identify and validate specific teaching techniques and to prototype incremental interface and analysis solutions leveraging generative AI, focusing on those with the highest immediate impact.

Dominik Tilman

Project owner

Evidence-based Health Data for AI Longevity Apps

Data and knowledge used in AI-driven health and longevity apps is often inconsistent, contradictory or based on subjective theories. Our goal is to improve the integrity of this data and revolutionise healthcare by providing each individual with an evidence-based, personalised health protocol for wellbeing, longevity and disease prevention. For this ideation proposal, we will combine TrustLevel's work in data integrity and Lennart's expertise in biohacking and focus on market research, concept development and feasibility study for our new approach.

Adam Vandervorst

Project owner

Scalable MeTTa Knowledge Graphs

Use the new performant Hyperon backend, MeTTa Optimal Reduction Kernel (MORK), to host knowledge graphs core to the SingularityNET ecosystem. By using Hyperon for this task, we have the opportunity to practice dogfooding on core capabilities like importing relevant data from existing platforms and file formats, storing large knowledge bases in a compressed yet accessible form, supporting both SPARQL and MeTTa queries, and communicating to other services. Furthermore, by the nature of Hyperon's Metagraphs, we can store the code, documentation, version control, and knowledge graph data in the same representation. All functionality would be available via a rich online MeTTa editor.

DaniAlves

Project owner

Translate Videos About SNET into Portuguese

This project aims to translate and narrate SingularityNET videos in Portuguese, making them available in a playlist on the Maria Carmo 369 channel (https://www.youtube.com/@mariacarmo369), which has 11,900 followers. The goal is to overcome the language barrier and provide accessible information about AI, promoting education and engagement within the Lusophone community and encouraging the development of talent in artificial intelligence. Summaries of the videos will also be published on the Maria Carmo 369 Substack: https://mariacarmo369.substack.com/

Rafael_Cardoso

Project owner

Promote Deep Funding on the Cardano Summit

Cardano and Catalyst is an ecosystem full of innovators, new ideas, and people already familiar with Decentralized Grants Programs. Due to shared values, this is a great ecosystem to onboard more contributors to Deep Funding and Singularity Net.

To facilitate onboarding, we want to make a Workshop about Deep Funding at the Cardano Summit to Onboard more users into Deep Funding and Deep Funding Academy a Platform created to onboard and educate users on Deep Funding. Live events are a great opportunity to make stronger impressions and lasting connections, and we should take advantage of this event to grow Deep Funding and to make our presence known in the Cardano Community.

photrek

Project owner

Intelligent Ocular Image Generation

AI applications developed for detection of medical conditions are hindered by lack of available data for training. Photrek contributes to the goals of DF4 with this Miscellaneous Pool proposal by generating synthetic image libraries for diseases of the human vision system and making these capabilities available to the community.
Photrek has built a team across three continents (Africa, Asia, North America) at four universities (U of Buea Cameroon, VIT India, KNUST Ghana, and SUNY Poly USA) with a team focused on image processing techniques applied to medical applications in a low cost environment within SNET goals for creation of democratic, decentralized, beneficial AGI.

Anthony Oliko

Project owner

AGIX/ASI Payment Gateway for SaaS products

The AGIX/ASI Payment Gateway aims to provide a simple and secure payment solution for SaaS product developers to collect payment in AGIX/ASI. This ideation phase will focus on researching, assessing feasibility, and designing the architecture for a payment gateway that supports AGIX and ASI tokens. By addressing the community's need for a reliable payment infrastructure, this project will facilitate the monetization of SingularityNETs tokens, expanding the utility and infrastructure possibilities.

photrek

Project owner

Reputation & Voting Weight System

This RFP design aims to develop a sophisticated system to enhance the SingularityNET ecosystem's reputation and voting mechanisms. It includes four key milestones: conducting a community workshop to refine system architecture, defining high-level requirements for a suite of microservices to export crucial data, developing an adaptive algorithm layer for dynamic engagement and voting score calculations, and constructing a robust knowledge graph for comprehensive data integration. These components will ensure scalability, transparency, and fairness in community-driven decision-making processes.

Harry_Hellyer

Project owner

Building an Exponential Tech Learning Community

The effects of Cascading Disruptive Technologies such as AI, Blockchain, Education Tech, Et Al, Means there is a pressing need Globally for exponential growth in the number of skilled dev’s who understand Disruptive Tech in the context of new business models, collaborative working and community: at the level of business, organisations and society
This project will provide a working MVP for a scalable, community driven, decentralised learning/teaching environment - based upon cultivating community values aligned with SNET's mission, fostering an ecosystem of collaborative AI and Web3 based builders primed for future growth - that can be expanded and leveraged over time.

Gombilla

Project owner

SMART WASTE: Decentralized Waste Management

A revolutionary decentralized waste management platform that connects waste producers directly with waste management companies and recyclers. Powered by AI algorithms, it analyzes historical & real-time data to predict waste generation, optimize collection routes, and match producers with the most suitable solutions based on location, waste type, & recycling capabilities. Smart contracts ensure transparent & automated transactions, fostering trust between parties. It also empowers communities through Community-Led Recycling Initiatives, allowing members to earn tokens for participating in recycling programs. These tokens can be redeemed for rewards or reinvested in environmental initiatives