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.