Tag: AI and machine learning

  • How AI Is Changing Talent, Not Just Tasks: Rethinking Where Human Judgment Matters Most

    How AI Is Changing Talent, Not Just Tasks: Rethinking Where Human Judgment Matters Most

    September 17, 2026

    The decisions leaders must make about AI today go far beyond what platforms to invest in: AI is changing organizational culture and leadership for good. In episode 1 of a special four-part series on how AI is changing leadership, we look at how the technology is changing how people interact at work, the new culture it is creating, and how leaders can get smart about talent management and strategy in this rapidly advancing world. Paula Goldman, Salesforce’s chief ethical and humane use officer, argues there’s currently a big opportunity to redesign work around the complementary strengths of humans and AI. She explains how AI could reshape entry-level jobs and the development of future leaders, why companies need to rethink internal mobility and talent development, and how executives can prepare their organizations for an AI-powered workforce without sacrificing accountability, creativity, or trust. Goldman is the author of Manage the Machine: How to Harness Human-AI Collaboration at Work.

    Plus:

    • Why “human in the loop” is an outdated model for managing AI—and what it means to put humans “at the helm.”
    • How leaders can determine which tasks to delegate to AI and where human judgment matters most
    • Why treating AI primarily as a cost-cutting tool could mean missing its bigger potential
    • How companies can redesign jobs and develop talent as AI takes over more routine tasks
    • Why leaders need to think differently about entry-level hiring and the development of future executives
    • How organizations can use AI to improve management, internal mobility, and employee development
  • What Leaders Need to Know About AI and Psychological Safety

    What Leaders Need to Know About AI and Psychological Safety

    Harvard Business Review Logo

    Illustration by Nathan St. John

    AI’s perceived neutrality plays a role in reshaping how psychological safety is experienced in organizations. When employees use AI to surface concerns they don’t feel safe raising

    Marcus had been building the case for six months. The proposed regional expansion made strategic sense, the market data supported it, and leadership had given the green light. He called the team together and laid out the plan. Two days later, an anonymous email arrived with a forwarded document and no explanation. Three pages. Someone had asked an AI tool to make the strongest case for the expansion and the strongest case against it.

  • The Hidden Costs of Monitoring Employees with AI

    The Hidden Costs of Monitoring Employees with AI

    Harvard Business Review Logo

    Colin Anderson/Stocksy

    AI is making employee monitoring cheaper, more granular, and continuous—but lower costs can encourage companies to overuse controls without considering their broader consequences. Research

    Linus Arauz operates 10 points of sale across two large airports and has responsibilities that extend to nearly 100 food and non-food retail locations across several airport programs. Some of those locations have no staff at all. Travelers simply walk up and take whatever they want off the shelf—a sandwich, a bottle of water. They’re supposed to pay, but no one is there to ensure that they do.