SingularityNET

rfp owner

Advanced knowledge graph tooling for AGI systems

This RFP seeks the development of advanced tools and techniques for interfacing with, refining, and evaluating knowledge graphs that support reasoning in AGI systems. Projects may target any part of the graph lifecycle — from extraction to refinement to benchmarking — and should optionally support symbolic reasoning within the OpenCog Hyperon framework, including compatibility with the MeTTa language and MORK knowledge graph. Bids are expected to range from $10,000 - $200,000.

SingularityNET

rfp owner

Develop a framework for AGI motivation systems

Develop a modular and extensible framework for integrating various motivational systems into AGI architectures, supporting both human-like and "alien digital" intelligences. This could be done as a highly detailed and precise specification, or as a relatively simple software prototype with suggestions for generalization and extension. Bids are expected to range from $15,000 - $30,000.

SingularityNET

rfp owner

Experiment with concept blending in MeTTa

This RFP seeks proposals that experiment with concept blending techniques and formal concept analysis (including fuzzy and paraconsistent variations) using the MeTTa programming language within OpenCog Hyperon. The goal is to explore methods for generating new concepts from existing data and concepts, and evaluating these processes for creativity and efficiency. Bids are expected to range from $30,000 - $60,000.

SingularityNET

rfp owner

Explore theoretical quantum computing models

This RFP seeks a technical and experimental assessment of quantum computing architectures in AGI applications. Proposals should explore the practicality and limitations of various quantum approaches — including trapped-ion, superconducting, photonic, and topological quantum computing — in handling probabilistic reasoning, parallel processing, and large-scale knowledge representation. The research could include quantum-classical hybrid simulations and feasibility studies for applying quantum advancements to AGI workloads. Bids are expected to range from $20,000 - $100,000.

SingularityNET

rfp owner

Neuro-symbolic DNN architectures

This RFP invites proposals to explore and demonstrate the use of neuro-symbolic deep neural networks (DNNs), such as PyNeuraLogic and Kolmogorov Arnold Networks (KANs), for experiential learning and/or higher-order reasoning. The goal is to investigate how these architectures can embed logic rules derived from experiential systems like AIRIS or user-supplied higher-order logic, and apply them to improve reasoning in graph neural networks (GNNs), LLMs, or other DNNs. Bids are expected to range from $40,000 - $100,000.

SingularityNET

rfp owner

Explore novel hardware architectures and computing paradigms for AGI

The purpose of this RFP is to identify, assess, and experiment with novel computing paradigms that could enhance AGI system performance and efficiency. By focusing on alternative architectures, this research aims to overcome computational bottlenecks in recursive reasoning, probabilistic inference, attention allocation, and large-scale knowledge representation. Bids are expected to range from $40,000 - $80,000.

Juana Attieh

rfp owner

Decentralized Digital Identity (DDI) Research

• Tags:
• Algorithmic/technical

The goal of this project is to conduct research on solutions and requirements for a decentralized digital identity (DDI) hub tailored to the needs of the SingularityNET ecosystem and its reputation system. This will include research into how existing DDI solutions can be integrated into a single hub that will allow for the creation of reputation scores that can be tied to unique verifiable identities while maintaining privacy. Part of the RFP is the definition of 2 or 3 RFPs for development of the envisioned system. This RFP is closely connected to the Reputation Platform RFP, and should be guiding the data privacy and identity integration solution of that RFP. 

Rafael_Cardoso

rfp owner

Deep Funding Community Hubs

• Tags:
• Community and Collaboration

We are seeking individuals to lead and manage Deep Funding Community Hub initiatives. These initiatives aim to establish and foster decentralized Deep Funding Communities centered around specific topics or areas of interest where a dedicated community would be valuable.

Examples of potential hubs include:

• Sustainability Community Hub, 
• Women in AI Community Hub, 
• Africa Community Hub, 
• Asia Community Hub
• French-Speaking Hub.
• Among many other options

The primary objective of these Community Hubs is to expand Deep Funding in a decentralized way. This involves engaging new members, providing information, sharing best practices for submitting funding proposals and building strong, collaborative communities. Regular online meetings will also be an integral part of these initiatives to connect, grow, and support the community.

Juana Attieh

rfp owner

Reputation and Voting Weight System

• Tags:
• Algorithmic/technical
• HR
• other

The goal of this project is to develop functionality that will enable modular microservices that support data collection, scoring, and analytics functions as part of a reputation and voting weight system. This should include an architecture to allow for the integration of future microservices, an initial suite of key microservices, and a user interface that allows users to find and utilize various configurations of the microservices.