Theoretical Physicist Quits String Theory for AI | Dr. Mario Martone

Elise AI deliberately avoids LLM-only architecture, pairing it with custom ML for high-stakes, high-volume housing and healthcare automation.

• Scale of operations: Elise AI handles about 5 million voice phone calls monthly (~60 million/year) across housing and healthcare clients, demanding near-perfect reliability.
• Reliability math: Martone notes that at this call volume, even a 90% LLM reliability rate creates an unbearable number of failures, unlike small-scale demos that look fine.

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