Piotr Karmelita@piotr_karmelita146

The Problem: Moral Failure and Stagnation (Focus: Relatable) Open-source healthcare innovation is crippled by subjective recognition, slow development, and the moral failure of systems prioritizing profit over patient care. Developers lack objective metrics for contribution quality, leading to burnout and talent exclusion based on static credentials, not real-world impact (e.g., the 900x faster MCP Server). The Solution: QUBIC's Meritocratic Architecture (Focus: Mechanics) QUBIC is the solution. It is a hybrid, autonomous governance protocol built for the Nostromo Launchpad. Off-Chain AI Analysis: Our AI Judge (LLM-Powered) scores every contribution (code quality, documentation, clinical utility, security compliance) against a public, weighted rubric. On-Chain Integrity: A secure Oracle posts the composite score to the Qubic C++ Smart Contract DAO. Trustless Rewards: The Smart Contract registers the contributor with a Platinum, Gold, or Silver tier and automatically distributes UC tokens and weighted voting power. The Qubic Advantage (Focus: Technical Edge) QUBIC leverages Qubic's high-performance C++ architecture for fast, deterministic execution, essential for mission-critical healthcare governance. This ensures that the DAO remains a Meritocratic Democracy—where governance power is based on proven, life-saving contributions, not token wealth. QUBIC is the trust layer that funds and sustains the Ubuntu Patient Care Rebellion.

Introducing RETENX: An AI-powered multi-agent system designed to help enterprises uncover hidden risks across customer relationships, procurement processes, and financial operations before they escalate into costly problems. By continuously analyzing complex data streams, RETENX provides early detection of potential churn, operational bottlenecks, and financial vulnerabilities, enabling teams to act strategically and safeguard revenue. With advanced risk correlation across departments, RETENX not only identifies isolated issues but also highlights systemic patterns that could impact overall business performance. Its autonomous workflow execution automates routine interventions, freeing teams from manual monitoring while ensuring timely and effective action. RETENX delivers real-time alerts, actionable task assignments, and executive-level briefings, equipping decision-makers with the insights they need to protect customer relationships, optimize processes, and drive sustainable business growth. By turning reactive measures into proactive intelligence, RETENX empowers organizations to stay ahead of risks, reduce operational losses, and enhance long-term resilience in a dynamic market environment.

AuraCare Assistant is an intelligent, AI-powered platform designed to revolutionize the patient experience by tackling the administrative friction in healthcare. From tedious intake forms to the confusing process of finding the right specialist, our application automates routine tasks, provides intelligent recommendations, and empowers patients to take control of their healthcare journey. By streamlining the administrative workflow, AuraCare allows healthcare providers to focus on what truly matters: delivering exceptional care. Our vision is to create a healthcare ecosystem where technology enhances the human element, making every interaction smoother, faster, and more empathetic. We believe that by reducing administrative burdens, we can foster better patient-provider relationships and improve overall health outcomes.

PayMind is an intelligent payment agent designed to simplify and automate real estate transactions using USDC on the Arc blockchain. It enables users to issue natural language commands like: “Pay my rent on the 1st of every month” “Transfer 600 USDC after the contract is signed” “Schedule a payment for property purchase next Friday” The agent understands these commands, verifies conditions, and executes payments securely using Circle’s Developer-Controlled Wallets and Arc’s EVM-compatible infrastructure. PayMind supports a wide range of real estate payment scenarios, including: - Monthly rent payments - Conditional transfers for property purchases - Insurance or deposit payments - Tokenized real estate transactions By combining AI and blockchain, PayMind bridges the gap between human intent and on-chain execution, making real-world asset payments smarter, faster, and more accessible.

Child-Safe AI Mentor is an educational and interactive platform that allows users—categorized as children, teens, or mature audiences—to safely engage with AI. The system is built using FastAPI (backend), Streamlit (frontend), and a logging mechanism that stores potentially unsafe content. It features a dual flagging system: automatic detection of inappropriate content and manual user-flagging. Parents have access to a secure review panel where they can approve, delete, or clear flagged responses. The platform also includes a badge reward system for positive engagement and personalization options like avatars and themes. This project prioritizes safe, age-appropriate AI interaction in educational settings.

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.

⏱️ Design, build, and deploy trustless AI trading agents. 📅 March 30 – April 12, 2026 🌐 Build AI trading agents that execute strategies using ERC-8004 or Kraken CLI. 🤝 Build solo or in teams to create autonomous trading, risk, yield, or protection agents. 💰 $55,000 prize pool, allocated and shared via Surge and Kraken. Your team should have registered project at early.surge.xyz in order to be eligible for the prize. Get access in your team profile or our discord 🔑 Access to early.surge.xyz If prompted for login credentials, use: • Username: admin • Password: JBRv2xWG7AzwVrLz88

Teams work together with multiple AI agents in shared workspaces to design, build, and launch complete AI products — from initial idea to market-ready app. 📅 February 23– March 1, 2026 ⏱️ 6 days to build and ship an end-to-end agentic AI product 🤝 Work together in shared AI workspaces where your team and AI agents collaborate in real time 🔧 Build with multiple AI agents that handle development, design, testing, and documentation together 🎯 Create everything in one place — from ideation to product to marketing materials, all by prompting and observing 🚀 Focus on real-world products that teams could actually ship and use 🏆 $3,500 in prizes + premium 3-month Complete.dev access for top teams 🧑‍💻 Join your team workspace and start building together

Join our $1,000,000+ startup challenge series powered by Surge 📌 This announcement outlines the launch of a Global Human+AI Exchange — aligning universities, global cities, talent networks, and industry to accelerate human-centered AI innovation, technology transfer, and economic growth. 👉 Read more here ⏱️ 8 days to turn your idea, or existing product, into an investable demo. 📅 February 6 - 15, 2026 • Feb 6 - 14 (Online Phase) - Collaborate and build online with developers and AI innovators from around the world. All projects must be submitted by the end of the online phase on February 14th. 🕙 Doors open at 10:00 AM, first come, first served. • Feb 14 (On‑site Build Day) - Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Feb 15 (On‑site Demos & Awards) - Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. 🌟 Get feedback from startup mentors and technical experts. 📍 On-site Venue (Feb 14–15): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📲 Real-time on-site updates (SF) For real-time announcements and information during the on-site portion (Feb 14–15), join the LabLab SF Chapter WhatsApp group: 👉 Join the WhatsApp group 🤝 Join solo or with a team. New founders and existing startups are welcome. 🏆 $1,000,000+ in credits, token prizes, perks and funding opportunity. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Apply now to build, validate, and pitch with purpose.