
The rapid transition from models that simply talk to models that actually do has created a profound tension between Silicon Valley marketing and the messy reality of digital labor. While the previous year focused on the conversational brilliance of large language models, the current landscape is dominated by “agentic AI”—systems designed to navigate file systems, manage emails, and execute multi-step










