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cs.AI2026
Web Agents Should Use Typed Actions Instead of Click-Based Browsing
Linxi Jiang, Rui Xi, Zhijie Liu +3
This position paper argues that building a reliable agentic Web requires shifting from low-level interaction primitives to typed actions supported by a semantic layer. Today's web…
cs.AI2024
Can We Count on LLMs? The Fixed-Effect Fallacy and Claims of GPT-4 Capabilities
Thomas Ball, Shuo Chen, Cormac Herley
In this paper we explore evaluation of LLM capabilities. We present measurements of GPT-4 performance on several deterministic tasks; each task involves a basic calculation and tak…