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Add the source-read kernel-mechanism map (no cp.async weight pipeline, mmq_x tile-maximizing selector vs GB10 occupancy, MoE per-expert M-tile waste, iter_k=512 coupling, ruled-out non-levers) and strip the stray trailing tags from the prior write. Assisted-by: Claude:opus-4.8 [Claude Code] Signed-off-by: Ettore Di Giacinto <mudler@localai.io>