"As we stand at the beginning of human-AI workforce integration, the broader transformative potential of the AI workforce demands a recalibration of skills, ethics, and existing societal structures. Navigating this change will require a collaborative effort from academia, industry, and policymakers to harness the benefits of AI while in the same time mitigating its challenges."