🤝 Top Collaborators
🤓 Latest Submissions
QUBIC AEGIS - AI Security and Market Intelligence
QUBIC AEGIS is an advanced AI copilot that brings autonomous security, predictive intelligence, and automated market actions to the Qubic ecosystem. Unlike traditional monitoring tools, Aegis analyzes, predicts, simulates, decides—and acts. Powered by a neural defense architecture, Aegis continuously processes on-chain activity through its Collector Agent, detects anomalies, computes dynamic risk scores, forecasts future threats, and evaluates token and wallet behavior across the network. Aegis integrates SmartGuard, an explainable-AI reasoning module that transforms raw blockchain signals into clear, actionable insights—helping traders, developers, and protocols understand why an event is risky, how it evolves, and what may happen next. More than an intelligence engine, Aegis is an action engine. Through EasyConnect and n8n automation, the Automator Agent can: • trigger real-time alerts for whales, anomalies, and volatility • generate automated incident reports or risk briefs • push trading signals or advisories to external systems • simulate defensive responses and countermeasures • orchestrate multi-step workflows without code Aegis also delivers a full Market Intelligence Layer with: • whale detection & liquidity flow tracking • volatility forecasting and early warnings • token scoring (QX, QXALPHA, future assets) • multi-agent market impact predictions • automated decision trees adapting to market conditions The system combines six autonomous AI agents—Collector, Analyst, Predictor, Simulator, Market Sentinel, and Automator—forming the first cognitive intelligence layer for Qubic: a system that observes, understands, anticipates, and reacts. Aegis enhances: ✨ ecosystem security ✨ trader confidence ✨ liquidity stability ✨ protocol resilience ✨ Qubic adoption through no-code automations Aegis is not a dashboard. It is not a bot. It is an evolving autonomous system— designed to augment Qubic today and shape its future tomorrow
7 Dec 2025
CIVI-GENESIS
CIVI-GENESIS is an AI-powered synthetic society simulator that lets you safely “test drive” policies and business ideas on a virtual city before applying them in the real world. My system generates up to 50,000 diverse virtual citizens with demographics, income levels, jobs, locations and personalities. Each citizen has traits like risk tolerance, openness to change and political view, so different groups react differently to the same decision. When a user describes a new policy or product change in natural language, CIVI-GENESIS simulates how this synthetic society evolves over multiple time steps. I use Google Gemini to deeply simulate a sample of citizens each step: Gemini reasons from their point of view, updates their happiness, support for the policy and income, and writes short diary-style entries that show how their life is affected. These LLM-generated reactions become “teacher data” for a small neural network that I train during the run. The neural network learns to approximate Gemini’s behavior and can then scale the same kind of reactions to tens of thousands of citizens in real time. This hybrid LLM + NN design combines the richness of Gemini with the speed of a compact model. The result is an interactive Streamlit dashboard that feels like a control room for a digital city. Users can explore how average happiness, policy support and income change over time, and break the results down by income level and city zone. They can inspect individual citizens and read their diaries, view inequality metrics, and get Gemini-generated expert summaries from the perspective of an economist, a social activist and a small business owner. CIVI-GENESIS is not a prediction engine, but a powerful thinking tool to reveal blind spots, compare scenarios side by side, and design policies and products in a more transparent and responsible way.
19 Nov 2025
Qubic Audit and Voting DApp Platform
Qubic SmartGuard & Voting SmartContract Suite is an integrated platform that revolutionizes Qubic smart contract development by combining two powerful solutions. Qubic SmartGuard is an AI-powered auditing assistant that transforms raw C++ QPI smart contracts into professionally commented, validated, and fully documented artifacts. It performs static analysis, semantic validation, security audits, functional specification generation (including flow diagrams), test planning, and simulation, all through an accessible Streamlit interface. Voting SmartContract is a production-ready decentralized voting application built with advanced CLI integration. It offers 30+ CLI commands for compilation, validation, deployment to testnet/mainnet, proposal management, voter registration, and secure voting. It features enterprise-grade security, robust data structures, argument parsing, professional testing, and real-world use cases like governance voting, elections, and enterprise decision-making. Together, this suite addresses both secure development and real-world deployment needs on the Qubic blockchain, empowering developers, auditors, and businesses with an end-to-end workflow. Our goal is to democratize secure smart contract creation, improve auditability, and accelerate adoption of the Qubic platform.
8 Jul 2025
