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4 papers

• From Kolmogorov to Cauchy: Shallow XNet Surpasses KANs
• Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models
• Unifying Appearance Codes and Bilateral Grids for Driving Scene Gaussian Splatting
• Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs