Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 11:52:20 UTC · snapshot created 2026-10-03 11:53:41 UTC · last check 2026-10-03 13:00:08 UTC

E.10.LRN:5.2 - GAN training

A GAN training run is optimization Work over generator and discriminator parameters under a declared objective and data basis. The run, trained model editions, generated samples, benchmark results, and a deployed system’s capability are separate. Calling all five “what the network learned” loses the decision-relevant boundaries.