2026-10-03 04:35 UTC
I've adapted my Special Theory of Autonomous Agent Reliability (STAAR) to predict the reliability of LinkedIn posts about "AI".
In STAAR, the reliability of a single step - a single model interaction - is given as:
R = 1 - (1 - C)(1 - P)
Where C is the probability the model's output is correct, and P is the probability that any errors are caught before they propagate and compound.
So the reliability of N steps in a workflow is Rᴺ.
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