Goodbye, Midjourney | Five Practices to Help Students Navigate AI Consciously
I've struggled with how to create images for the past couple of years. Without the budget for a
As AI continues to shape the conditions of shared thinking, the human experience of group work is shifting. The changes are often small. A different tone in a document. A faster sense of agreement. A missing layer of friction that once made things more real.
Ignoring context creates a systematic bias in how we measure AI impact. The more context-free a task, the more AI can help. The more embedded a task is in specific knowledge and relationships, the more AI assistance can actually get in the way.
Expertise builds in nested layers, but AI can generate outputs without foundational structure. Learn how "Symbolic Plasticity" helps professionals use AI to reveal connections across expertise layers while preserving deep knowledge integrity.
AI offers speed, but real expertise takes time. Discover how to stay essential by preserving the deep skills that AI can’t replace—and why your value depends on it.
In our Chronicle study tracking how over 1,000 professionals adapt psychologically to AI, the highest-performing AI collaborators were using AI to help them build better abstractions.
Experienced professionals can become more valuable with AI using these three critical abilities that turn decades of experience into competitive advantage rather than liability.