> For the complete documentation index, see [llms.txt](https://df-manual.gitbook.io/df-book/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://df-manual.gitbook.io/df-book/awarded-teams/milestones-deliverables/projects-codes.md).

# Projects Codes

## DFR1 Proposals

| Project Code |                           Project Name                          |
| :----------: | :-------------------------------------------------------------: |
|    DFR1-A1   | Avatar 2 Human Learning: Net Zero and Carbon Negative Emissions |
|    DFR1-A2   |    Risk-Aware Data Generation for SingularityNet Applications   |
|    DFR1-A3   |                       Simply AI with Trust                      |
|    DFR1-B1   |                Grammar-guided genetic programming               |
|    DFR1-B2   |             Risk-aware Assessments of AI Algorithms             |
|    DFR1-B3   |            Hetzerk: Decentralized Physics Simulations           |
|    DFR1-B4   |        Evolutionary search for robust trading strategies        |
|    DFR1-B5   |            H+DAO Transhumanist Decentralized Projects           |
|    DFR1-B6   |               MUSEVERSE: Music into the metaverse               |
|    DFR1-B7   |            Anti-fakenews Analytics App – Mawu.Analyst           |
|    DFR1-B8   |                    Universal Sentence Parser                    |
|    DFR1-B9   |         ZRush - a hybrid control system for robot swarms        |

## DFR2 Proposals

| Project Code |                                         Project Name                                        |
| :----------: | :-----------------------------------------------------------------------------------------: |
|    DFR2-A1   |                          Integration of Mainstream Open-Source AIs                          |
|    DFR2-A2   |                            SIBYL: The General-Purpose Forecaster                            |
|    DFR2-A3   |                            Automated HuggingFace to SNET Pipeline                           |
|    DFR2-A4   |                          Connecting SingularityNET to DataUnion.app                         |
|    DFR2-B1   |               Onboard NeuralProphet: a hybrid time-series forecasting library               |
|    DFR2-B2   |                                    GPT for sNET & Cardano                                   |
|    DFR2-B3   |                   Computer vision based farm status and recommender system                  |
|    DFR2-B4   |                           Upgrade of the Stable Diffusion service                           |
|    DFR2-B5   |                          Knowledge-Based Question Answering System                          |
|    DFR2-C1   |                                  Community based mentorship                                 |
|    DFR2-D1   |                       Developer Relations Campaign for SingularityNET                       |
|    DFR2-D2   |                        Improve Deep Funding Social Media & Publicity                        |
|    DFR2-D3   |                             SNET 360 events at the universities                             |
|    DFR2-D4   |                                Building Community Town Halls                                |
|    DFR2-E1   |                                Community Contribution Scores                                |
|    DFR2-E2   | Acquiring insight by using ML and a Jupyter notebook with direct access to Blockchain data. |
|    DFR2-E3   |                                 Agreement Building Platform                                 |

## DFR3 Proposals

| Project Code |                                                                     Project Name                                                                    |
| :----------: | :-------------------------------------------------------------------------------------------------------------------------------------------------: |
|   DFR3-RFP1  |                                                             Community Engagement scores                                                             |
|   DFR3-RFP2  |                                              Unique Knowledge Graph for Source and Content Reliability                                              |
|   DFR3-RFP3  |                                                      DeFiGraph - Knowledge Graph (KG) for DeFi                                                      |
|   DFR3-RFP4  |                                   Memory-augmented LLMs: Retrieving Information using a Gated Encoder LLM (RIGEL)                                   |
|   DFR3-RFP5  |                                                 HiveMind - augmented Q\&A bot and P2P knowledge base                                                |
|   DFR3-RFP6  |                                                 Architectural Design for Uncertain Knowledge Graphs                                                 |
|   DFR3-RFP7  |                                                   Bringing Network Pharmacology To OpenCog Hyperon                                                  |
|   DFR3-RFP8  |                                          Phase 1 Of Huggingface Datasets Library To SingularityNET Pipeline                                         |
|   DFR3-NEW1  |                                                         Composable AI From Appstorm\@Zero2AI                                                        |
|   DFR3-NEW2  |                                                   TrustLevel Integration Into SNET/AI Marketplace                                                   |
|   DFR3-NEW3  |                                                    Socious: AI-Based Job Matching For Social Good                                                   |
|   DFR3-NEW4  |                                                               Simulating a Risky World                                                              |
|   DFR3-NEW5  |                                       MAUQ: Convert any Model Point Prediction into a Probabilistic Prediction                                      |
|   DFR3-NEW6  |                             AI-Enabled full value audit and dashboard for sustainable exponential organisational growth                             |
|   DFR3-NEW7  |                                                           Sentiment Analysis - Celeste AI                                                           |
|   DFR3-NEW8  |               NIM Framework \| Framework For Integrating AI Services In Singularity Marketplace And Bots In Matrix \| Matrix Messenger              |
|   DFR3-NEW9  |                                                             Customizable Code Assistant                                                             |
|  DFR3-NEW10  |                                                           MeAI Tool For Healthcare System                                                           |
|   DFR3-TLG1  |                                             Ecosystem Strategy By The Creators Of Catalyst And Intersect                                            |
|   DFR3-TLG2  |                                                    Expand DeepFunding Town Hall To Africa & LATAM                                                   |
|   DFR3-TLG3  |                                                      SingularityNet Marketplace ChatGPT plugin                                                      |
|   DFR3-TLG4  |                                      Alignment-Optimized Fundraising Tool for AI Research and Entrepreneurship                                      |
|   DFR3-TLG5  |                                                       Deep Funding Academy – Phase 1: Genesis                                                       |
|   DFR3-IDT1  |                                                  Requirements for a Deep Funding Contribution Token                                                 |
|   DFR3-IDT2  |                                         Modeling Soil Health Indicators at Scale for Agriculture and Climate                                        |
|   DFR3-IDT3  |                                              Intelligent Ocular Image Processing for the AI Marketplace                                             |
|   DFR3-IDT4  |                           Generative AI Decision Making Advisor: Greening Power Generation For Budgets And The Environment                          |
|   DFR3-IDT5  |                                                    The DAM: Decentralized Autonomous Marketplace                                                    |
|   DFR3-IDT6  |                                                                   AI career guide                                                                   |
|   DFR3-IDT7  |                                                   Modelling Water Table Changes in a Virtual World                                                  |
|   DFR3-IDT8  | AI4M: An AI Model that enhances predictability of malaria occurrence and outcomes across various demographics for proactive and targeted responses. |
|   DFR3-IDT9  |                                                    Facilitate a “Reputation - Expert Focus Group”                                                   |
|  DFR3-IDT10  |                                          Drivepadi Technologies: Building Airbnb for Car Rentals in Africa                                          |
|   DFR3-MKT1  |                                                     Open Source Branding Manual For Deep Funding                                                    |
|   DFR3-MKT2  |                                                   Web Summit: Scouting for AI Services & Proposers                                                  |
|   DFR3-MKT3  |                                                      Deep Funding Workshop in Dubai Summit 2023                                                     |
|   DFR3-MKT4  |                                                            LATAM SingularityNET Community                                                           |
|   DFR3-MKT5  |                                 Step-by-Step Marketing and Onboarding Playlists for Singularity Net and Deep Funding                                |
|   DFR3-MKT6  |                                        Funding Funnels: An AI Event with Funding Pathway for Young Innovators                                       |
|   DFR3-MKT7  |                                                     Deep Funding Social Media Content & Articles                                                    |
|   DFR3-MKT8  |                                                 Deep Funding News Videos, Attracting New Developers                                                 |
|   DFR3-MKT9  |                                                       Building SNET AI Community Across China                                                       |
|  DFR3-MKT10  |                               Promote and Translate DeepFunding, and SingularityNet documents to Vietnamese community                               |

## DFR4B Proposals

| Project Code |                             Project Name                            |
| :----------: | :-----------------------------------------------------------------: |
|  DFR4B-NEW1  |                AI-Based Impact Organization Detector                |
|  DFR4B-NEW2  |          Flood Risk Visualization In Complex Virtual Worlds         |
|  DFR4B-NEW3  |            AI Satellite Insights for sustainable farming            |
|  DFR4B-NEW4  | Jam Galaxy Roblox Game – Bringing SingualrityNET To 70M Daily Users |
|  DFR4B-RFP1  |             MeTTa-Driven KG Service with LLM Integration            |
|  DFR4B-RFP2  |            Simulating the Quality of Community Decisions            |
|  DFR4B-IDT1  |              CollabHub-AI: Open Source Collab Platform              |
|  DFR4B-IDT2  |                  DFR4 Best Contributors Experiment                  |
|  DFR4B-IDT3  |             AI Agent For Tailored Inheritance Tax Advice            |

## DFR4 Proposals

<table><thead><tr><th width="379" align="center">Project Code</th><th align="center">Project Name</th></tr></thead><tbody><tr><td align="center">DFR4-RFP1</td><td align="center">Scalable MeTTa Knowledge Graphs</td></tr><tr><td align="center">DFR4-RFPD1</td><td align="center">SNET Machine Translation for Minority Languages</td></tr><tr><td align="center">DFR4-RFPD2</td><td align="center">Reputation &#x26; Voting Weight System</td></tr><tr><td align="center">DFR4-RFPD3</td><td align="center">Improved Reputation Sytem for Governance RFP</td></tr><tr><td align="center">DFR4-NEW1</td><td align="center">AI Song Starter: Innovate Music Creation</td></tr><tr><td align="center">DFR4-NEW2</td><td align="center">Neural Search</td></tr><tr><td align="center">DFR4-NEW3</td><td align="center">Real-Time Multi-Lingual SNET Transcription Tool</td></tr><tr><td align="center">DFR4-NEW4</td><td align="center">Integrate Twin Protocol into Incantio Platform</td></tr><tr><td align="center">DFR4-NEW5</td><td align="center">AI4M: Enhancing Malaria Predictability using AI</td></tr><tr><td align="center">DFR4-NEW6</td><td align="center">Zero-Knowledge Secure LLM</td></tr><tr><td align="center">DFR4-NEW7</td><td align="center">AI-Enhanced Neurotech for Mental Well-being</td></tr><tr><td align="center">DFR4-NEW8</td><td align="center">Bridging SNET AI Services To Unity Apps</td></tr><tr><td align="center">DFR4-NEW9</td><td align="center">Deep SYBIL: The Deep Learning Forecaster</td></tr><tr><td align="center">DFR4-MKT1</td><td align="center">SNET BUILDATHON EAST ASIA</td></tr><tr><td align="center">DFR4-MKT2</td><td align="center">SingularityNET Africa Community</td></tr><tr><td align="center">DFR4-MKT3</td><td align="center">Africa Townhall: Igniting SingularityNET Adoption</td></tr><tr><td align="center">DFR4-MKT4</td><td align="center">Promote Deep Funding on the Cardano Summit</td></tr><tr><td align="center">DFR4-MKT5</td><td align="center">SingularityNET Asian Community</td></tr><tr><td align="center">DFR4-MKT6</td><td align="center">How to SingularityNet? (Course)</td></tr><tr><td align="center">DFR4-MKT7</td><td align="center">SingularityNET and Deep Funding: Indonesia Chapter</td></tr><tr><td align="center">DFR4-MKT8</td><td align="center">Translate Videos About SNET into Portuguese</td></tr><tr><td align="center">DFR4-IDT1</td><td align="center">Next Trend LAB: Exploring Decentralized AI for IoT</td></tr><tr><td align="center">DFR4-IDT2</td><td align="center">SMART WASTE: Decentralized Waste Management</td></tr><tr><td align="center">DFR4-IDT3</td><td align="center">Evidence-based Health Data for AI Longevity Apps</td></tr><tr><td align="center">DFR4-IDT4</td><td align="center">AGIX/ASI Payment Gateway for SaaS products</td></tr><tr><td align="center">DFR4-IDT5</td><td align="center">Learn with AI</td></tr><tr><td align="center">DFR4-MISC1</td><td align="center">A Trust and Reputation Framework for AIs</td></tr><tr><td align="center">DFR4-MISC2</td><td align="center">Intelligent Ocular Image Generation</td></tr><tr><td align="center">DFR4-MISC3</td><td align="center">Building an Exponential Tech Learning Community</td></tr></tbody></table>

## RFP Proposals

| Project Code | Project Name                                       |
| ------------ | -------------------------------------------------- |
| DFRFP1-1     | Unsupervised Learning                              |
| DFRFP1-2     | Ternary Sheaf Network                              |
| DFRFP1-3     | Direct the MOSES Evolutionary Exploration via LLMs |
| DFRFP1-4     | Evolving DNN Architectures                         |
| DFRFP1-5     | Procedurally Generated Interactive Experience      |
| DFRFP1-6     | Neurosymbolics from Chaos in Language Models       |
| DFRFP1-7     | Large MeTTa corpus for LLM fine-tuning             |
| DFRFP1-8     | MeTTa Demo: Sequence Learning                      |
| DFRFP1-9     | Knowledge Graph Workflows                          |
| DFRFP1-10    | From Classical AGI on Quantum HW to Native QAGI    |
| DFRFP1-11    | SYNAPSE: Systematic Neural-Symbolic Attn and Eval  |
| DFRFP1-12    | Design for Cryptocurrency Mining and AI Processing |
| DFRFP1-13    | TxPipe MultiParty Escrow                           |
| DFRFP1-14    | Golang SingularityNET SDK                          |
| DFRFP1-15    | Chimera: Evolving Software                         |
| DFRFP1-16    | Neurotech Controls for AGI Motivational Framework  |
| DFRFP1-17    | Modular Adaptive Goal and Utility System (MAGUS)   |
| PRFP-1       | Reputo                                             |
| PRFP-2       | Decentralized Digital Identity (DDI) Research      |
| DFRFP-18     | XenoCog: Pioneering Alien & Octopus-inspired A     |
| DFRFP-19     | Interactional Motivation (IM)                      |
| DFRFP-20     | Quantum Computing Intelligence and Applications    |
| DFRFP-21     | Temporal Computing                                 |
| DFRFP-22     | Hetzerk: a logical language of AI and Physics      |
| DFRFP-23     | Pattern Discovery in Symbolic Visual Structures    |
| DFRFP-24     | Hetzerk: AGI Reasoning and Decentralized Science   |
| DFRFP-25     | Natural Language Explainability for Temporal KGs   |
| DFRFP-26     | Dynamic KG Algorithms for Evolving AGI Systems     |
| DFRFP-27     | Augmenting BMKGs With Cheminformatics And CADD     |
| DFRFP-28     | Autograph: Factoring Knowledge Graphs into Frames  |
| DFRFP-29     | Adaptive Compression with WILLIAM-on-MORK          |
| DFRFP-30     | Matterhorn – AI First IDE For ASI:Chain            |
| DFRFP-31     | RFP MACHINE RENTING PROVIDER UPDATE PART 1         |

## BGI1 Proposals

| Project Code | Proposal Title                                     |
| ------------ | -------------------------------------------------- |
| BGI1-1       | Productivity EEG-AI Agents                         |
| BGI1-2       | NigerGuard:AI Climate Resilience-Vulnerable States |
| BGI1-3       | Acropolis OS - Autonomous Community AGI            |
| BGI1-4       | AURORA: Decentralised AI for Carbon Credit Trust   |
| BGI1-5       | BIONEXUS GAIA: AI for Regenerative Biodiversity    |
| BGI1-6       | GlucoseDAO                                         |
| BGI1-7       | Project Lovelock – Living Libraries Network (LLN)  |
| BGI1-8       | Sign Language Translator AI (SLTA)                 |
| BGI1-9       | Think Inclusion Conferencing App                   |
| BGI1-10      | Farmlingua                                         |
