Register TGGN, TLOB, KAN, xLSTM, and Diffusion inference adapters alongside the existing DQN, PPO, TFT, Mamba2, and Liquid-CfC. Rebalance weights to 0.10 each (equal weighting across 10 models). Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>