Deterministic Where It Matters

LLMs are probabilistic by nature – probability buys flexibility, never 100% accuracy. So can a Talon + LLM agent pipeline promise same input, same output? The honest answer is a split: the decision core is provably deterministic, the LLM edge is only reproducible. Determinism comes from architecture, not from taming the model.

July 28, 2026 · 11 min · Alex Opak