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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

J. Dong

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2 papers indexed here

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Preprint Aug 2026

Caved or Convinced: Temporal Sampling Gates Claim Deference in Video Large Language Models

When asked which of two events came first, video large language models can fail in two opposite ways: cave to a false claim, or reject a true one. Prior video sycophancy work measures only the first and mitigates it by teaching the model to trust the user less, a fix known in text and image models to worsen the second....

Yu-Xin Cao, Wei Song, Jing-Ling Xue et al. · 0 citations
Preprint Aug 2026

SpreadMark: Robust Image Watermarking via Spread-Spectrum Embedding

SpreadMark keeps the embedded watermark imperceptible, maintaining high perceptual quality on both COCO and DIV2K, and is the only evaluated method retaining high detection under both the regeneration and the latent-space sparsification settings the authors test.

Wei Song, Yu-Xin Cao, Zhen-Chang Xing et al. · 0 citations

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