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Taye Akinrele

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#artificial intelligence Preprint Sep 2026

Can LLMs Reason Over Long Horizons? An Empirical Evaluation of Context Strategies for Longitudinal Clinical Reasoning

Longitudinal clinical reasoning requires large language models (LLMs) to identify and integrate relevant evidence distributed across extended patient histories. Although long-context models can process increasingly large amounts of information, providing more history does not necessarily make relevant evidence more acc...

Taye Akinrele, Noorbakhsh Amiri Golilarz, Subash Neupane et al. · 0 citations
Review Aug 2026

A Taxonomy of Cognitive Capability Gaps in Generative and Agentic AI

A taxonomy-driven survey of the major cognitive capability gaps that continue to constrain the development of Cognitive AI and outlines a conceptual Adaptive Cognitive Intelligence Architecture (ACIA), providing a foundation for future progress toward Cognitive AI and, ultimately, Artificial General Intelligence (AGI).

Taye Akinrele, Sindhuja Penchala, Noorbakhsh Amiri Golilarz et al. · 0 citations

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