Framework-Interna
nn\u2074 \u2014 The Fixed-Point Self-Application
The fixed-point self-application of nn-squared: nn⁴ = nn² ⊗ nn². The five nn² paths (HyperNets, NAS, Meta-Learning, Loss Learning, Activation Search) applied to themselves and each other. Covers HyperHyperNets, MetaNAS, Meta-Meta-Learning, cross-path compositions (HyperNAS, HyperMAML, Meta-NAS), fixed-point convergence, and self-improving neural systems. Proves nn⁴ ≅ nn² — the strange loop where self-application reaches a fixed point. Use for self-improving AI, NAS-over-NAS, hierarchical meta-learning, learning quines, or systems that design their own design process. Composes nn² (method) ⊗ nn² (object) via circled-operators. Triggers on nn⁴, self-application, fixed-point, strange loop, learning quine, meta-meta-learning, MetaNAS, HyperHyperNet, self-improving network, or skill-infinity.