David Baker - Protein Folding Code: Won a Nobel Prize
Kelly Chibale - Beyond the Code: AI 2050
Dr. Neil Voss - CryoEM & Protein Geometry
Silvia Holler - Future of folding: Cotraslational folding simulation
Alexei Lapkin - iDMT: Innovation Centre in Digital Molecular Technologies
Scientific Publications - Playing Dice with the Universe: Programming Quantum Computers to Play Traditional Games
Realtime Statistics - CAMEO: automated benchmarking of structure prediction servers, complementing CASP
An open‑science partner of the Ersilia Open Source Initiative and Visualizing biological data
qFoldIT is a distributed, immersive platform that turns molecular design into a collaborative game. By combining quantum computing, AI‑driven screening, and citizen science, we empower researchers and players worldwide to discover new drug candidates against infectious diseases—starting with malaria, tuberculosis, and antimicrobial resistance (AMR). But our mission goes beyond pharma: the same quantum‑biological engine drives green mining (gold, lithium, bauxite) and space bio‑mining (asteroids, Moon, Mars), making resource extraction sustainable, sovereign, and accessible for the Global South.
We are proud to align with the Ersilia Open Source Initiative: we share the commitment to open, accessible AI tools for the Global South. qFoldIT extends Ersilia’s model hub with an interactive, gamified layer that scales scientific contribution to thousands of participants while maintaining rigorous open‑science principles.
- Accelerate drug discovery – Players generate molecular structures; our AI/quantum backend evaluates them in real time.
- Democratise science – Free, unlimited access to the core scientific modules (folding, design) removes barriers for researchers and students.
- Reward contribution – Smart contracts ensure creators receive royalties (up to 30%) when their molecules are licensed by industry partners.
- Bridge cultures – Rooted in the Ashanti heritage (Sankofa, Gye Nyame) and designed with a flexible CBDC‑based economy, qFoldIT embodies a new model of scientific diplomacy.
- Industrial sovereignty – Our
mining-bioox,mining-biosorption, andmining-cyanidemodules enable green extraction of gold (95‑98% recovery), lithium (from brine and spodumene), and bauxite (bio‑desilication) without toxic chemicals or high‑temperature roasting. - Space bio‑mining – We design extremophile microbes for asteroid mining, lunar regolith processing, and Martian soil detoxification, turning ISRU (In‑Situ Resource Utilisation) into a reality.
We are proud to collaborate with leading institutions and companies that share our vision of open, sustainable, and inclusive science.
| Partner | Role | Collaboration |
|---|---|---|
| Ersilia Open Source Initiative | Technology partner | Integration of Ersilia’s AI models (ZairaChem, Isaura) into our autoresearch and bio‑ml services. Joint workshops and training for capacity building in the Global South. |
| H3D (University of Cape Town) | Scientific core | Disease targets (malaria, TB, AMR); validation of molecular structures; access to H3D’s compound libraries and screening data. |
| Center for Game Science (CGS), University of Washington | Gamification & citizen science legacy | CGS, led by Professor Zoran Popović, pioneered Foldit — the original protein‑folding game that proved crowdsourced gameplay can solve real scientific problems. qFoldIT builds on this legacy, extending the citizen‑science model with quantum acceleration, AI‑driven screening, and a full commercialisation pipeline. CGS’s expertise in scientific discovery games, educational tools for STEM, and cognitive skill development directly informs our game design and player engagement strategies. |
| Game Science Research Center (GSRC) | Academic network & game‑based learning | GSRC is an inter‑university research centre with administrative headquarters at the IMT School for Advanced Studies Lucca, Italy. Founded in 2019 by IMT Lucca and Lucca Crea, it is the first research centre in Italy dedicated to game science in all its forms. GSRC promotes research on game effectiveness, training courses, and workshops on game production and design. Through its network of member universities (including OGS since 2022), GSRC provides qFoldIT with access to European academic expertise in game‑based learning, serious games for education, and technology transfer in the gaming sector. |
| Leti Arts | Game development | Lead game design and asset production by Robertson Nortey; cultural integration of African storytelling and art. |
| KHPH Studios | Visualisation & animation | Creation of the game’s visual identity, Adinkra‑inspired UI, and cinematic animations. |
| Institute for Digital Molecular Technologies (iDMT), Cambridge | Synthetic chemistry & scale‑up | Validation of synthetic accessibility, scalability, and sustainability for in‑game designed molecules. |
| Centre for Quantum Technologies (CQT) & National Supercomputing Centre (NSCC) Singapore | Quantum & HPC resources | Access to ion‑trap and superconducting quantum processors; GPU‑accelerated HPC clusters for AI and simulations. |
| Dell & NVIDIA | AI infrastructure | Dell AI Factory with NVIDIA GPUs powers our bio‑ml, animation, and quantum-adapter services; NVIDIA BioNeMo framework used for generative molecular design. |
| Bank of Ghana (e‑CEDI) | Financial infrastructure | CBDC integration for royalty payments and in‑game economy, ensuring transparency and financial inclusion. |
qFoldIT follows a microservices architecture with containerisation (Docker) and orchestration (Kubernetes). Each service is designed to be stateless, horizontally scalable, and optimised for hybrid cloud infrastructure leveraging Singapore’s advanced computing resources.
| Service Container | Primary Domain & Sub‑systems |
|---|---|
bio‑ml |
AI/ML for Bio‑ and Chemoinformatics, Synthetic Biology Genomics |
deepplant‑core |
Predictive Regulatory Genomics & Digital Phenotyping (Micro‑level) |
openalea‑lpy |
Functional‑Structural Plant Modelling & 3D Topology (Macro‑level) |
rosetta |
Classical & Quantum‑Accelerated Structural Biology & Protein Folding |
animation |
Real‑Time Molecular Rendering & Neural Volumetric Visualization |
autoresearch |
Autonomous AI Scientist & Multi‑Agent Lab Orchestrator (ZairaChem Pipeline) |
quantum‑adapter |
Unified Hardware‑Agnostic Interface to Quantum Simulation Backends |
mining‑bioox |
Bio‑Oxidation & Heap Leaching Optimization of Refractory Gold Ores |
mining‑biosorption |
Biosorption Kinetics of Critical Metals (Lithium, Cobalt, Nickel) |
mining‑cyanide |
Enzymatic & Microbial Biodegradation of Hazardous Cyanide Wastes |
oilgas‑meor |
Microbial Enhanced Oil Recovery (MEOR) Multi‑Species Fluid Dynamics |
nanover‑server |
Real‑Time Interactive Molecular Dynamics (iMD) & Multiplayer VR Streams |
qFoldIT inherits the proven citizen‑science mechanics of FoldIT but adds three transformative layers:
- Quantum acceleration – players interact with models that use real quantum processors for energy calculations.
- Direct commercialisation – validated molecules are registered on a private blockchain (Proof of Authority) with authorship linked to the player’s Steam ID. Smart contracts distribute royalties automatically.
- Psychological engagement – the patented “Stop in Time” mechanic (RU2051730C1) lets players decide when to stop an experiment, balancing risk and reward—activating dopamine circuits and teaching decision‑making under uncertainty.
While the core game engine and certain proprietary components remain closed, all scientific pipelines are designed with openness in mind:
- Models: We use and contribute to open‑source libraries (Rosetta, OpenMM, Qiskit, Ersilia Model Hub). Any new models developed specifically for qFoldIT may be released under open licenses.
- Data: Anonymised molecular structures generated by players are made available for research (CC BY‑NC 4.0), with authorship preserved via blockchain.
- Workflows: Our
autoresearchservice is based on the open‑source ZairaChem pipeline, and we document all configurations for reproducibility.
We believe that AI for global health must be transparent. By partnering with Ersilia, we ensure that our tools remain accessible to researchers in low‑resource settings.
qFoldIT’s quantum‑biological engine is not limited to drug discovery. We apply the same principles to sustainable resource extraction and space bio‑mining.
| Resource | Region | Challenge | qFoldIT Solution |
|---|---|---|---|
| Gold (refractory ores) | Ghana, Nigeria, Mali | 40% gold lost in tailings; cyanide pollution | mining‑bioox: bio‑oxidation increases recovery to 95‑98%; mining‑cyanide eliminates toxic waste |
| Lithium (spodumene, brines) | Nigeria, Saudi Arabia, UAE | Export of raw concentrate at $600/ton; high‑energy roasting (1050°C) | mining‑biosorption: bio‑leaching at ambient temperature; produces battery‑grade carbonate ($14,000/ton) |
| Bauxite | Guinea, Cameroon | High silica content; expensive Bayer process | Bio‑desilication removes silica without heat, increasing alumina yield and reducing caustic consumption |
| Frontier | Resource | qFoldIT Application |
|---|---|---|
| Asteroids (e.g., 16 Psyche) | Platinum, gold, cobalt, nickel‑iron | Design synthetic microbiota that selectively extract precious metals from meteoritic iron under microgravity and radiation |
| Moon (regolith) | Titanium, aluminium, oxygen | Engineered bacteria break down silicates at 20°C, releasing O₂ for life support and leaving TiO₂/Al₂O₃ for 3D‑printing habitats |
| Mars (soil) | Perchlorates, iron, silicon | mining‑cyanide‑derived enzymes decompose toxic perchlorates into chlorides and O₂, creating fertile soil and breathable air |
This long‑term vision (100‑300 years) positions qFoldIT as the operating system for humanity’s resource future – from African mines to the asteroid belt.
| Phase | Milestone | Target |
|---|---|---|
| MVP (0‑6 mo) | Closed beta, basic folding | 500 MAU, 50 structures/day |
| Publication (6‑12 mo) | Article in Oxford/Cambridge press | IF >5, citations >10 in first year |
| Release (12‑18 mo) | Full Unigine client, quantum integration | 10k MAU, 10 licensed structures |
| Scale (18‑36 mo) | Corporate training, CBDC integration | 100k MAU, 50 B2B clients, $17M revenue/year |
| Space & Industrial (36‑60 mo) | Pilot contracts with mining companies and space agencies | 5‑10 industrial pilot projects; first asteroid bio‑mining experiment |
We welcome collaboration in the spirit of Ersilia’s community. You can contribute in several ways:
- Code: Help improve our open‑source components (model wrappers, quantum adapter, documentation). See our GitHub.
- Science: Validate molecular structures, propose new disease targets, or use qFoldIT in your research.
- Training: Partner with us to run workshops that combine Ersilia’s AI models with qFoldIT’s gamified interface.
- Funding: Support our mission through grants, corporate sponsorship, or licensing partnerships.
For inquiries: qFoldIT@gmail.com or reach out via our website.
qFoldIT – where every player becomes a co‑inventor.
Sankofa: we retrieve wisdom from the past to build the future.
Gye Nyame: except God, there are no limits.
