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Hidden-state representation alignment in diffusion models isn't just an empirical heuristic鈥攊t is mathematically equivalent to score distillation operating directly within the latent representation space.
No trading system architecture is inherently safe; adversarial signals can compromise decisions across all roles, revealing a critical vulnerability in multi-agent setups.
