Tag: leadership

Life Lessons in Leadership

Life Lessons in Leadership

Debra W Kahn (@debrawk.bsky.social)

The U.S. semiquincentennial has me reflecting on the lessons my life’s experiences have taught me about leadership. Full disclosure: I have recently started writing a memoir. So, my reflection isn’t rooted solely in the country’s historical milestone.

My memoir spans my early teen years, during which I discovered that I carry the burden of the family health curse: migraine disorder. Not that uncommon, as one in five women in the U.S. has this disorder. But add into the mix a military family, the early 1970s, the Vietnam War, and the San Francisco Bay Area, and you have some drama.

More to come on that.

For now, let me say that my background colors my views on what makes a good leader. Those views were further refined by my experiences as a teacher, technical communicator, and program manager. Then they were topped off by my experiences as a community volunteer and non-profit board member.

Now, at the memoir stage of my life, which coincides with an extraordinary time in my country’s history, I share some comprehensive thoughts on leadership.

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Human-in-the-Loop as a Leadership Practice: A Framework for Better AI Workflows

Human-in-the-Loop as a Leadership Practice: A Framework for Better AI Workflows

Debra W Kahn (@debrawk.bsky.social)

A shift is underway that has implications for leaders developing AI-assisted workflows. In recent months, even some technology leaders have begun revisiting an idea that once seemed unfashionable: the enduring value of the humanities. As AI becomes more capable, qualities often associated with disciplines like psychology, philosophy, and literature are being reframed as professional advantages rather than academic luxuries.

In a recent New York Times opinion piece, columnist Maureen Dowd explored the renewed interest among AI technologists in liberal arts education. In the piece, sources suggest that a deeper understanding of human behavior, ethics, history, and enduring narrative themes might help younger professionals gain an edge in an AI-rich workplace. The notion is striking: the more sophisticated AI becomes, the more valuable distinctly human capabilities become.

The implications for leaders engaged in workflow design or redesign run deeper than the superficialities sometimes associated with Human-in-the-loop (HITL).

In this space, I have written about HITL as a safeguard for ensuring human judgment remains central to AI-assisted work. In a previous blog post, I argued that effective HITL requires cognitive friction—intentional pauses for questioning, verification, and reflection that are distinct from mere review and approval.

The challenge for today’s leaders is twofold: First, to ensure meaningful human engagement in AI-assisted workflows; and second, to ensure that humans drive the continuous improvement of those workflows.

That is where HITL as a leadership practice comes in.

In this blog post, I offer a practical HITL leadership model—a repeatable process for keeping human engagement intentional, your team’s relationship with AI collaborative, and AI-assisted workflows continuously improving.

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