Part 1/4
The Human in Human-AI Collaboration: What Matters
In human-AI collaboration, what's the human's role? Explore the irreplaceable skills, new competencies, and mindset shifts that define effective AI partnership.
December 10, 2025
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Human-AI Collaboration
Designing human-in-the-loop and human-on-the-loop systems.
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4 of 4 parts
Part 2/4
On Being an Agent Orchestrator: A New Professional Identity
Agent orchestration is becoming a career. Reflections on what it means to direct AI systems daily—the identity, challenges, and unexpected rewards of this emerging role.
December 10, 2025
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Part 3/4
AI and the Future of Expertise: What Skills Survive?
When AI can do the basics, what makes an expert? Explore how AI reshapes expertise, which skills become more valuable, and how to develop for an AI-augmented future.
December 10, 2025
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Part 4/4
The Ethics of Delegation: When Should AI Decide?
When is it ethical to let AI decide? A thoughtful framework for delegation—accountability, autonomy boundaries, and the questions every organization should ask.
December 10, 2025
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