Real-time AI Voice Agents and Determinism Through Tool-Calling

There's one thing that's certain about generative AI - uncertainty. But there's some new light on the horizon that suggests deterministic reasoning is achievable.

My recent work on a large agent development project has forced me into some deep, dark tunnels of uncertainty. Much of this work ventures into the unknown. It's basic research, hopefully followed by development. While many of my team's experiences and outcomes are dead-ends, few things have become foundational knowledge that may be valuable in the long …