Act, Confirm, or Stop? Smarter behavior for AI assistants, wearables & robots — Amit Desai, Roku
Improving voice AI requires optimizing system behavior under uncertainty, not just accuracy. By minimizing the Outcome User Cost Heuristic (OUCH), developers can significantly boost UX even if the core recognition accuracy remains constant.
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