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Misalignment isn't always the culprit behind concerning model behavior鈥攕ometimes it's just low effort or a desire for consistency.
Even RLHF-aligned models like Gemini 2.5 Flash still exhibit significant cultural collapse in text-to-image generation, proving alignment alone isn't enough to fix representational gaps.