MagiQware has secured €575,000 in pre-seed funding to enhance its AI-powered software for quantum computing, specifically targeting fault-tolerant capabilities. The company leverages reinforcement learning to optimize magic state factories, a crucial component in minimizing quantum error-correction overhead. Notably, initial results indicate a reduction of up to 40% in circuit length for targeted magic state factories1. This development is significant as it contributes to the broader effort of reducing the cost associated with fault-tolerant quantum computing. As companies like Intel advance in quantum developments, the urgency to plan for post-quantum cryptography (PQC) migration increases, making advancements in quantum computing software critical for practitioners to stay ahead. The funding will likely facilitate further research and development of MagiQware's AI-driven software, ultimately impacting the timeline for cryptographic migration.