Exploring Data in the Age of AI
AI's effectiveness hinges on the integrity of its answers, which depends on the data feeding the system. I have organized this into a three-layer model for achieving robust AI decisions:
- Layer 1: foundational training data, which forms the core understanding
- Layer 2: proprietary data, providing critical context and competitive insights
- Layer 3: external data, ensuring relevance and adaptability/accuracy in a fast-changing world