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VisionCreator, an 8B/32B agent, beats larger closed-source models at visual content creation by unifying understanding, thinking, planning, and creation within a single end-to-end framework.
LLMs under attack exhibit a tell-tale "Entropy Lull" – a period of abnormally low and stable token probability entropy – that can be exploited for highly accurate and efficient attack detection.
