nx_critic_visual.nx

nx_critic_visual.nx -- the PHOTOREAL image critic WIRED UNDER the epistemic Nishi Critic (nx_critic), so the critic GROWS in capability under guidance (operator 2026-07-04: "wired to the critic so the critic can grow in capabilities under your guidance"). Each measurement axis is a scientific BELIEF held provisionally: nx_critic grades it LAW / THEORY / CONTESTED / REFUTED from reproductions + counter-strength + whether it was RED-TEAMED, and queues the un-red-teamed axes as BLIND SPOTS = the critic's own improvement worklist. ★THE FIRST GROWTH (motivated by wiring): naive local stats are GAMED BY NOISE -- random noise has high fine_detail/chroma/'specular' but is NOT photoreal (the PSNR blind-spot the Critic exists to catch). So we ADD a STRUCTURE axis (low-frequency coherence: a real object has form; noise averages to flat) that REJECTS noise, red-teaming fine_detail. GATE GREEN = the GROWN critic correctly rejects BOTH flat clay AND noise (a strictly better discriminator than v1), and honestly grades + queues its own weak metrics. license_tier: ORIGINAL expect_exit: 0