2 papers
cs.NI2025
From Crawled to Published: A Publisher-Controlled Web Architecture for an AI-Native Internet
Yixi Chen, Muhammad Bilal, Zafar Qazi +4
AI agents, not humans, are becoming the web's primary consumers, yet the web still ships content structured for human browsing, with no native way for publishers to expose the sema…
cs.LG2025
When Fewer Layers Break More Chains: Layer Pruning Harms Test-Time Scaling in LLMs
Keyu Wang, Tian Lyu, Guinan Su +4
Layer pruning has emerged as a widely adopted technique for improving the efficiency of large language models (LLMs). Although existing methods demonstrate strong performance reten…