Sergey Kutukoff

When Should Managers Trust Generative AI? Calibrating Human Reliance from Algorithm Aversion to Over-Reliance

Generative artificial intelligence (GenAI) is increasingly embedded in managerial decision-making, where it can summarize information, generate alternatives, evaluate scenarios, and provide recommendations. Yet the managerial value of GenAI depends not only on the quality of its...

The Role of Generative AI in Human Managerial Decision-Making: From Information Overload to Information Filtering

The rapid adoption of generative artificial intelligence (GenAI) has intensified debate about the role of artificial intelligence in managerial decision-making. Much of this debate focuses on whether GenAI can generate recommendations, predict outcomes, or participate directly in...

The Role of Generative AI in Human Managerial Decision-Making: From Information Overload to Information Filtering

The rapid adoption of generative artificial intelligence (GenAI) has intensified debate about the role of artificial intelligence in managerial decision-making. Much of this debate focuses on whether GenAI can generate recommendations, predict outcomes, or participate directly in...

Managing AI Projects Under Deep Uncertainty: An Adaptive Governance Framework for Project Managers

Artificial intelligence (AI) projects are frequently managed as if uncertainty were concentrated in execution: schedule, cost, resources, and delivery risk. Yet AI initiatives can remain uncertain at more fundamental levels, including whether the problem is correctly framed, whet...