dibyo1992/iQuHACK_2025

This is a hackathon submission (iQuHACK 2025) with zero stars, forks, or community traction. The README indicates exploratory work on cat qubits and QEC methods—a well-defined research area already extensively covered by academic groups and quantum computing platforms (IBM, Google, IonQ). No users or adoption signals. The codebase appears to be a reference implementation applying known quantum simulation techniques to a specific qubit encoding. Frontier labs (Google Quantum AI, IBM Research, Atom Computing) are actively publishing on cat qubits and have integrated these into their research stacks; this project adds no novel algorithmic or architectural contribution that would differentiate it. The hackathon nature and zero engagement metrics indicate this is a personal/team experiment rather than a production tool or novel research output. High frontier risk because cat qubit QEC is an active area for frontier labs—they would integrate improvements directly into their platforms rather than adopt external tooling. No moat, no traction, easily reproducible using standard quantum simulation libraries.