DEBASHIS MISHRA@debashis_mishra633

This solution synthesizes data from the EPO’s PATSTAT and INPADOC databases into a transparent Composite Value Score (Vcp).

Helios Protocol: The AI Earth Node Infrastructure Arbitrage for the Qubic Network The Problem: The Duck Curve At solar noon, residential panels generate 400% more energy than homes consume. This forces utilities to "curtail" (waste) terawatts of clean power. Simultaneously, the AI industry creates a desperate demand for compute. The Solution Helios Protocol bridges these crises via Infrastructure Arbitrage. Instead of building expensive cables to move electricity to data centers, we use the internet to move AI training jobs to the energy source. How We Built It Helios is a full-stack decentralized node built on three layers: Physics Engine (React/Vite): Our "Command Center" simulates home battery thermodynamics. At 1:00 PM, it detects 100% saturation and automatically triggers the mining sequence to capture stranded energy. Neural Node (Python/PyTorch): We replaced useless crypto hashing with Useful Proof-of-Work (UPoW). The backend spins up a local Neural Network, executing real-time Gradient Descent. The dashboard visualizes the actual training loss dropping, proving the generation of intelligence. Consensus (C++/Qubic): A mock Smart Contract validates the work. If the miner improves the AI model's accuracy, the contract streams Qubic tokens to the user's wallet. Impact Helios transforms a solar roof from a passive saver into an active, revenue-generating supercomputer, turning waste into intelligence.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

In this hybrid hackathon powered by Arc and Circle, developers will build the next generation of Agentic economic applications using Circle’s Nanopayments infrastructure with settlement on Arc in USDC. For the first time, high-frequency, usage-based transactions between users, APIs, and AI agents can operate without gas overhead eroding margin. Arc provides stablecoin-native settlement with predictable, dollar-denominated USDC fees and deterministic, sub-second finality — enabling real-time coordination and economically viable per-action pricing at scale. 📅 April 20 – 26, 2026 • Apr 20 – 25 (Online): Submit projects by Apr 25. • Apr 25 (On-site Build – SF, CA): Teams refine projects. • Apr 26 (On-site Demos & Awards – SF, CA): Live pitches & winners announced. Get guidance from Arc and Circle experts through on-site support. 📍 On-site Venue (April 25-26): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 🤝 Go solo or team up, it's your flow. 🏆 Compete for a $15,000+ Prize Pool. 📍 Please note: If approved for the on-site experience, you’ll also have the opportunity to showcase your project live. Travel and accommodation will not be covered. 🧑🏻‍💻 Secure your spot now – sign up before the Kick-Off Stream!

⏱️ You’ve got 48 hours - create, build, and launch! 🌟 Get direct access to Qubic, mentors, and ecosystem support. 💰 Compete for your share of $44,550 in prizes across two tracks. 🤝 Work solo or team up to design the next wave of blockchain innovation. 🧑‍💻 Sign up and start building on one of the world’s fastest decentralized networks..