Satya Nadella: The Reverse Reference Paradox

• AI creates the Reverse Information Paradox: buyers risk giving away proprietary knowledge to use purchased intelligence.
• The better the model performs, the more unique knowledge you must feed it, skewing asymmetry as sellers learn more about you.
• In consuming intelligence, you create intelligence that should belong to you—your particular knowledge of time, place, and circumstance.
• Enterprises need a hard trust boundary for data, traces, evals, adapted weights, and memory to compound without leaking.
• Control private evals and memory, build proprietary learning environments, decouple orchestration, and create your continuous learning loop.

Sources: @satyanadella (Satya Nadella)