The Big Con of Agentic AI

Editor's take

The author argues that the perceived limitations of current AI agents, particularly in complex problem-solving and strategic decision-making, mirror the shortcomings observed in human corporate consultants. This perspective suggests that the "agentic AI" hype might be premature, reflecting a human tendency to offload cognitive tasks without fully understanding the underlying complexities or ensuring accountability, a pattern already established with external human expertise.

This framing is significant because it grounds the discussion of AI agency in established human organizational behavior, moving beyond purely technical limitations. It implies that our expectations of AI might be shaped by our historical experiences with human delegation, potentially leading to disappointment if AI is treated as a magical solution rather than a tool requiring careful oversight and integration. The affected parties are not just AI developers and users, but businesses and individuals considering AI for strategic roles.

Future developments to monitor include the emergence of AI agents capable of truly independent strategic reasoning, or conversely, the development of more robust frameworks for human-AI collaboration that acknowledge and manage these delegation pitfalls. A key question is whether AI can evolve beyond pattern recognition and task execution to truly embody the nuanced judgment that human consultants, despite their flaws, are expected to provide.