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cs.AI2026
Geometric Analysis of Token Selection in Multi-Head Attention
Timur Mudarisov, Mikhal Burtsev, Tatiana Petrova +1
We present a geometric framework for analysing multi-head attention in large language models (LLMs). Without altering the mechanism, we view standard attention through a top-N sele…
cs.AI2025
From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents
Tatiana Petrova, Boris Bliznioukov, Aleksandr Puzikov +1
The Web of Agents (WoA) transforms the document-centric Web into an environment of autonomous agents acting on users' behalf, a vision newly tractable as large language models (LLM…