Breakthroughs in quantum computing are set to revolutionize encryption methodologies. The relentless evolution of malware is shaping the cybersecurity landscape in 2024, offering a plethora of insights. The influence of Artificial Intelligence (AI) and Machine Learning (ML) on cybersecurity is more profound and complex than ever before. The article discusses how these advancements could potentially disrupt traditional encryption methods and necessitate the development of new, quantum-resistant algorithms.