Duration: 30 min
Building the Infrastructure for the AI Workforce
AI is moving fast - shifting from copilots that assist us to autonomous collaborators that can think, act, and improve on their own. This transition is bigger than a simple technology upgrade; it marks the beginning of a true AI workforce, powered by a new software infrastructure built natively for autonomy.
To make this future a reality, we must rethink how core pillars intersect to create systems that are not just intelligent, but reliable and self-evolving:
- Data & Reasoning: Moving beyond static retrieval to dynamic understanding.
- Orchestration: Managing complex, multi-step autonomous workflows.
- Trust & Safety: Ensuring reliability, predictability, and guardrails for independent agents.
Lake Dai
Founder | AI Professor at Sancus Ventures | CMU
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