The ongoing discourse around career advice in 2025 highlights significant concerns about the assumptions driving the job market, especially regarding AI and foundational models like LLMs. Many believe that the market is pivoting towards roles that focus on technological transition and adaptation to AI tools rather than valuing traditional skill sets. However, there's skepticism surrounding the necessity of this transition, with some voices suggesting that a critical examination of these assumptions is overdue. This reflects a fear that decision-makers in the industry may act on irrational fears regarding job security and AI, which has implications for professionals in the field. The contrast between individuals who are thriving and those who feel career malaise showcases the varying impacts of these market dynamics. Overall, the current environment fosters anxiety amid opportunities for entrepreneurship, as evidenced by those who have successfully launched businesses in this challenging landscape.