Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 10:39:28 UTC · snapshot created 2026-10-03 10:40:04 UTC · last check 2026-10-03 11:10:20 UTC

E.10.LRN:4.4 - Lightweight local result

For a local repair, the result can remain this small:

source wording: the GAN learned the target distribution
recovered claims:
  - adversarial training Work optimized two parameterized models under a minimax objective
  - trained model edition G-17 generated samples evaluated under tests T1–T3
direct routes: A.15, A.3, C.2.1, C.16, A.10, statistical-model-fitting practice
blocked overreads: no exact target-distribution identity; no generalization beyond T1–T3
stop: deployment capability is a separate current question

No persistent record is required unless another use needs to inspect or reuse this recovery.