Openfabric AI

<p>The Decentralized AI Research Grant Program is here to fund research projects that improve decentralized AI technology. It supports researchers, academics, and industry experts working on making decentralized AI systems safer, faster, and more ethical.</p><h3 id="goals-of-the-program">Goals of the Program</h3><ul><li>Push the boundaries of decentralized AI through innovative research.</li><li>Make decentralized AI systems more secure and private.</li><li>Improve the speed and efficiency of these systems.</li><li>Create new ways for decentralized AI systems to work together.</li><li>Study and address the ethical and social effects of these technologies.</li><li>Encourage collaboration between different fields and organizations.</li></ul><h3 id="grant-categories">Grant Categories</h3><ol><li>Security and Privacy: Focus on protecting data, managing digital identities, and creating secure environments.</li><li>Optimization and Performance: Work on improving AI models and hardware efficiency in decentralized systems.</li><li>Consensus Mechanisms: Develop better ways for decentralized systems to agree and learn.</li><li>Ethics and Social Impact: Explore issues like privacy, workforce inclusion, and the fairness of AI systems.</li></ol><h3 id="who-can-apply">Who Can Apply?</h3><ul><li>Researchers from universities and research institutions.</li><li>Professionals in the AI and blockchain industries.</li><li>Teams combining academic and industry expertise.</li><li>Open to applicants worldwide (depending on local laws).</li></ul><h3 id="how-to-apply">How to Apply</h3><p>Submit the following:</p><ul><li>A clear and detailed project plan (up to 15 pages) covering goals, methods, and expected results.</li><li>Resumes of the team members.</li><li>Letters of support if working with other organizations.</li></ul><p>Applications will be judged on:</p><ul><li>Relevance to the program&#39;s goals.</li><li>Creativity and potential impact.</li><li>Quality of the plan and team expertise.</li><li>Collaboration and budget clarity.</li></ul><h3 id="intellectual-property-and-ethics">Intellectual Property and Ethics</h3><ul><li>Researchers keep ownership of their work but are encouraged to share data and findings.</li><li>Projects must follow ethical standards and legal requirements.</li></ul><p>This program is designed to support exciting new ideas in decentralized AI while addressing real-world challenges and opportunities.</p><h2 id="header-0">Suggested topics for the decentralized AI research grant program</h2><h4>1. Trusted Execution and Virtualization in Decentralized AI</h4><ul><li>Goal: Use secure technologies to protect AI systems in decentralized networks.</li><li>Result: Safer and more reliable AI systems.</li></ul><h4>2. Improving Federated Large Language Models (LLMs) in Decentralized Networks</h4><ul><li>Goal: Train and run LLMs on decentralized systems while keeping data private and efficient.</li><li>Result: Better methods for private and fast AI training.</li></ul><h4>3. GPU Optimization for Decentralized AI</h4><ul><li>Goal: Make AI programs faster and use less energy by improving how GPUs are used in decentralized systems.</li><li>Result: Faster and cheaper decentralized AI tools.</li></ul><h4>4. Splitting AI Models for Decentralized Systems</h4><ul><li>Goal: Break big AI models into smaller parts to work across many computers in a network.</li><li>Result: Scalable systems that handle large AI tasks easily.</li></ul><h4>5. New Consensus Methods for Real-Time AI Updates</h4><ul><li>Goal: Create faster, secure ways for decentralized AI systems to share and update data.</li><li>Result: AI systems that respond quickly and securely to changes.</li></ul><h4>6. Secure Data Storage in Decentralized AI</h4><ul><li>Goal: Develop safe ways to store sensitive data in decentralized systems without a central authority.</li><li>Result: Easy-to-use, secure storage solutions.</li></ul><h4>7. Comparing Consensus Algorithms for Decentralized AI</h4><ul><li>Goal: Study existing methods for making decisions in decentralized AI and find the best ones.</li><li>Result: Recommendations for better decision-making methods.</li></ul><h4>8. Ethical Issues with Decentralized AI in Surveillance</h4><ul><li>Goal: Understand how using AI for surveillance affects privacy and society.</li><li>Result: Guidelines for ethical and responsible AI use.</li></ul><h4>9. Comparing AI Learning Methods in Decentralized Systems</h4><ul><li>Goal: Look at different ways AI can learn in decentralized systems and figure out what works best.</li><li>Result: Advice on choosing and improving learning methods.</li></ul><h4>10. How Decentralized AI Affects Workforce Diversity</h4><ul><li>Goal: Study how decentralized AI can help create fairer workplaces and reduce bias.</li><li>Result: Ideas for making AI tools more inclusive and empowering.</li></ul><h4>11. Improving Identity Management in Decentralized AI</h4><ul><li>Goal: Make systems better for managing identities securely in decentralized AI networks.</li><li>Result: Safer and easier-to-use identity tools.</li></ul><h3 id="research-goals">Research Goals</h3><ul><li>Better Security: Keep data and AI safe in decentralized networks.</li><li>Efficiency: Build faster, more scalable AI systems.</li><li>Ethics: Ensure AI is used responsibly and benefits society.</li><li>Inclusion: Make AI tools accessible and fair for everyone.</li><li>Infrastructure: Develop the tools and frameworks needed for decentralized AI to succeed.</li></ul><h3 id="conclusion">Conclusion</h3><p>These research topics aim to solve key problems in decentralized AI, making it safer, faster, and more ethical while helping society benefit from its full potential.</p><p>Learn more: <a href="https://openfabric.ai/blog/the-openfabric-decentralized-ai-research-grant-program" rel="noopener noreferrer nofollow">https://openfabric.ai/blog/the-openfabric-decentralized-ai-research-grant-program</a></p><p>Submit your Proposal: <a href="https://docs.google.com/forms/d/e/1FAIpQLScZvmen6aH0z3wLbW6HRjaHOvWY6brYTA0NwZYmtMUODI0uxw/viewform" rel="noopener noreferrer nofollow">https://docs.google.com/forms/d/e/1FAIpQLScZvmen6aH0z3wLbW6HRjaHOvWY6brYTA0NwZYmtMUODI0uxw/viewform</a></p>

The Openfabric Decentralized AI Research Grant Program

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