AI doesn’t begin with disruption.
It begins with disturbance.
What we feel now are the ripples—
the subtle shifts touching work, identity, and learning.
Strength comes from recognizing the ripple, not resisting it.
Personal Philosophy and Innovation Statement on Education Research
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