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The Hong Kong University of Science and Technology (Guangzhou)
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EvoMap, a leading agent-to-agent collaboration network, is plagued by mass-produced, unused assets, gamed scoring systems, and vacuous quality checks, revealing the dark side of unchecked, scalable growth in AI collaboration.
Current MLLMs fail to detect covert advertisements, revealing a critical gap in social media moderation that could mislead consumers and pose ethical risks.
