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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

Emily L. Dolson

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Preprint Oct 2026

SPOOK: Sparse Pixel Optimization for Off-Manifold Knowledge in Vision Encoders

Modern vision encoders are widely used as semantic representations, but the relationship between embedding similarity and human-visible semantics can become unclear far from the natural-image manifold. We probe this regime in a black-box setting by applying sparse pixel edits to blank canvases with a simple pixel-level...

Ankit Gupta, Akshat Pandya, Christoph Adami et al. · 0 citations
Preprint Aug 2026

Trust, but Verify: Rigorously Profiling Best-Effort High-Performance Computing for Digital Evolution

Developments in high-performance computing (HPC) technology continue to drastically increase quantities of available processing power. In the context of digital evolution, this explosive growth offers opportunities to advance both hypothesis-driven explorations of multi-scale biological phenomena and application-driven...

Matthew Andres Moreno, Santiago Rodriguez Papa, C. Ofria et al. · 0 citations

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