AI Alters Software Workflows and Management Structures

AI's rapid advancement is reshaping the software industry, with CEOs from Salesforce, Microsoft, and Google stating that AI now handles up to 50% of core tasks, though the methods for measuring this remain unclear. Recent research, including studies from Apple, indicates that even state-of-the-art AI models struggle with complex, multi-step logic, highlighting a gap between impressive outputs and true cognitive capabilities. Experts caution that while AI excels at language tasks and prototyping, it lacks the deep reasoning and contextual awareness needed for high-level architectural decisions. The rise of AI is also transforming workplace management by reducing leadership layers and shifting how companies view resources, necessitating new management skills and approaches. Developers warn against over-reliance on 'vibe coding,' as unstructured, quickly generated code can introduce technical debt and security risks if not managed with rigorous engineering. As AI's role continues to grow, balancing its use with critical human judgment and skepticism remains essential.