Artificial intelligence is moving into a new phase of maturity. Between 2020 and 2024, the technology sector was dominated by massive Large Language Models (LLMs) that demonstrated unprecedented capabilities in content generation, reasoning, coding, and conversational interaction. These systems transformed public awareness of AI and accelerated investment across nearly every sector of the economy. However, the rapid expansion of frontier AI models also exposed important