[KongchangAI]
Conceptdeterministic service

Deterministic Service

A service component whose output does not depend on random sampling and always returns the same result for the same input. In AI systems it is used for scoring, test fixtures and release checks to ensure stable, reproducible results.

Timeline (last 90 days)

Oct 18

Autopilot's architecture splits the system into two roles: agents handle exploratory work, and deterministic services handle scoring.

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Oct 18

A deterministic service refers to a service component whose output does not depend on random sampling and which always returns the same result for the same input.

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Oct 15

In a hypothetical comparison at a million-level monthly request volume, the deterministic service costs 0.001 USD per call with a 99.9% success rate, about 0.001 USD per successful task; the LLM service costs 0.02 USD per call with a 97% success rate, about 0.0206 USD per successful task.

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