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EulerESG: Automating ESG Disclosure Analysis with LLMs

EulerESG combines (i) dual-channel retrieval and LLM-driven disclosure analysis over ESG reports, and (ii) an interactive dashboard and chatbot for exploration, benchmarking, and explanation.

Yi Ding, Xu-Shuo Tang, Zheng-Yi Yang et al. · 5 citations · ⚡1
#artificial intelligence Preprint Sep 2026

Constraint-Driven Context Engineering: Designing Domain Interfaces for AI Systems

Constraint-Driven Context Engineering (CDCE), a design approach for engineering domain interfaces for AI systems that identifies and characterises constraints, determines the required context assets, and designs representations through which these assets are made available to AI systems, is proposed.

Xi-Wei Xu, Chen Wang, Meng-Meng Yang et al. · 0 citations

A Taxonomy of Architecture Options for Foundation Model-based Agents: Analysis and Decision Model

A taxonomy focused on the architectures of foundation-model-based agents is introduced, addressing critical aspects such as functional capabilities and non-functional qualities and unifying and detailing these classifications to improve the design of foundation-model-based agents.

Jingwen Zhou, Qing-Hua Lu, Jie-Shan Chen et al. · 11 citations

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