Turn your groundbreaking ideas into reality. Join a global community pushing the boundaries of AI innovation through funding, collaboration, and open-source impact.
Deep Funding is a community-driven grant program by SingularityNET, designed to accelerate the development of decentralized, beneficial Artificial General Intelligence (AGI). By providing milestone-based funding, we empower innovators, researchers, and developers to bring their AI projects to life while retaining full ownership of their intellectual property.
Where your ideas can thrive and your potential is unlocked while giving you the opportunity to contribute to the development of decentralized, beneficial AG
Receive milestone-based funding when your proposal gets selected in our Funding Rounds or in response to an RFP.
Refine your proposal with help of the feedback from a diverse range of industry experts.
Get global visibility when you launch your service on our platform.
Connect with global users and start generating revenue for your innovation while keeping complete ownership of your project.
Meet and collaborate with a diverse range of AI developers and enthusiasts passionate about AI and Blockchain.
Take advantage of a wide range of opportunities to contribute to the development of AGI.
Bring your vision to life with our streamlined process designed to empower innovators. Follow these simple steps to turn your groundbreaking AI idea into a reality.
Share your project through a structured proposal. Deep Funding makes it easy to highlight your goals, approach and expected milestones.
Learn about our Rules and GuidelinesBy responding to an RFP, you directly contribute to SingularityNET’s mission of advancing decentralized, beneficial AI. If you found an RFP that aligns with your skills and expertise you can use our multistep flow to guide you through the submission process.
See all Rfp'sBy responding to an RFP, you directly contribute to SingularityNET’s mission of advancing decentralized, beneficial AI. If you found an RFP that aligns with your skills and expertise you can use our multistep flow to guide you through the submission process.
Submit a Proposal TodayExplore the awarded projects actively shaping the future with Deep Funding. See how transformative ideas are being developed, milestones achieved, and their potential to deliver real-world impact.
TxPipe is a technology company founded in 2021, specializing in Cardano development. We develop and maintain essential open-source tools like Pallas, Aiken, Dolos, and Demeter.run, while supporting key dApps such as Metera, SundaeSwap, World Mobile, and Githoney. With 25 skilled developers, TxPipe excels in infrastructure design and end-to-end dApp development, solidifying our role in the Cardano ecosystem. We propose developing the MultiParty escrow using proven processes backed by our extensive experience.
The transformer architecture is proven to be efficient to train and run across many applications. But for deductive reasoning tasks in few-shot learning contexts where limited or no training data exists, transformers have certain algorithmic limitations making them suboptimal in applications necessitating recurrence and encoding hyper-graph structures across tokens beyond simple cliques. We propose a novel neurosymbolic architecture operating directly on the graph-structure of any domain specific languages (DSL). Moreover, we propose to deploy this learning architecture within a novel continual learning framework termed Ternary Semiself-Reinforced Learning (TSRL).
This proposal seeks to promote the application of reinforcement learning principles within the MOSES (Meta-Optimizing Semantic Evolutionary Search) algorithm through the strategic integration of Large Language Models (LLMs). The design is conceptually inspired by Q-learning, and our approach would be to experiment with using LLMs in place of Q-learning functions to estimate the utility of specific evolutionary directions in MOSES. By integrating LLMs into the generational modeling and fitness estimation stages of the evolutionary search, we believe there is potential to guide evolutionary operations to efficiently explore and exploit the search space for optimal solutions.
The goal of this project is to create useful demonstrations of how to bring recent scientific knowledge graphs of various formats and sizes to OpenCog Hyperon. This is achieved by extending an existing literature review and ETL package from the author in DFR3 by covering newer literature, adding several new KGs to the package and implementing further MeTTa encodings in the loading step to enable more efficient queries (e.g. via MORK and/or PLN). A downstream objective is to thereby support 1) ongoing development and testing of MeTTa scalability solutions such as MORK and 2) other knowledge graph projects in the SingularityNET ecosystem such as Rejuve's work on biomedical knowledge graphs.
SYNAPSE (Systematic Neural-Symbolic Attention Processing System Evaluation Framework) develops a biologically-inspired framework for evaluating and optimizing attention allocation in modular cognitive systems, integrating neural-symbolic processing while maximizing resource efficiency and cognitive synergy. The framework incorporates key principles from cortical organization, memory systems, sleep-based optimization, and modular hierarchies.
This 6-month, $80,000 project aims to design a novel hybrid FPGA/ASIC architecture that repurposes Bitcoin mining hardware for AGI computation. The proposed system will combine cryptocurrency mining capabilities with specialized processing for graph traversal and hypervector operations, enabling distributed processing. Led by Simuli Inc, the project will deliver a comprehensive hardware architecture design, prototype implementation, Hyperon/MeTTa integration, and testing documentation. The solution addresses the current inefficiencies of single-purpose mining ASICs while creating economic incentives for distributed AGI computation networks through dual-purpose hardware capabilities.
Discover how Deep Funding has empowered AI pioneers to transform their visionary ideas into impactful solutions.
"This is an amazing platform for innovators."Last year, our company was fueled by ambition and a drive to grow. Deep Funding gave us the opportunity to prove ourselves by empowering them in return. Thanks to their support, we organized an SNET Buildathon in Bangkok, onboarding 200 people and bringing our shared mission to life: empowering nerds and pushing the boundaries of innovation."
"Photrek is appreciative of the opportunity to participate in the SingularityNET Deep Funding program. Our grants have enabled us to launch a series of Risk-Aware AI apps and to contribute to the reputation system that undergirds the voting process."
"The Deep Funding program has given me and MLabs a wonderful opportunity to conduct research that ordinarily couldn't be done. This program is bolstering AI research and taking it in a wonderful, visionary direction. The community is warm and welcoming, and they are all focused on producing the best kind of AGI possible. I hold a large amount of sincere gratitude towards everyone involved in Deep Funding!"
"Written into the code of SingularityNET is, interestingly, a human vision of the future. A destiny with intelligence, invention, humour, culture & innovation. While our world momentarily tilts towards violence, placing outliers like myself in peril, SingularityNET provides a pathway for people like me to infuse this future with hope. Deep Funding, Community Town Halls, All Hands Meetings, Ambassador Program, Guilds, the many initiatives like NuNet, Jam Galaxy, Sophiaverse, True AGI and others: we are destiny’s voyageurs to new worlds. For any science fiction fan, scientist, culture creator, futurist, engineer, and so many others, SingularityNET is this universe’s decentralized creation network."
"We are proud to be part of the Deep Funding program. The decentralized funding approach is both innovative and transparent, and the program management has been highly effective. This initiative is playing a vital role in advancing AI development, and we are honored to contribute to this impactful vision."
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