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Author

Muhammad Bilal

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#artificial intelligence Preprint Nov 2025

From Crawled to Published: A Publisher-Controlled Web Architecture for an AI-Native Internet

This work proposes AISTRAL, an AI-Native Internet architecture that supplies a native layer for publisher-controlled semantic discovery and retrieval, and proposes a web-native semantic resolver, analogous to DNS but operating over meaning rather than location.

Yi-Xi Chen, Muhammad Bilal, Tie Ma et al. · 1 citation
Book Open access Sep 2026

Congestion-Aware Serving of Agentic LLM Applications

CALM-MAS is proposed, a congestion-aware serving framework for LLM applications that treats LLM test-time computation as an elastic resource, dynamically adjusting the compute profile of admitted tasks to tame congestion.

Mouheb Ben Nasr, Muhammad Bilal, Alessandro Cornacchia et al. · 0 citations

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