Article

CognAlign: A Multi-Agent Cognitive-Alignment Framework for Transparent, Bias-Aware Medical Triage Using Small Language Models

2025-12-05

Abstract excerpt

<title>Abstract</title> <p> <italic>CognAlign presents a modular, multi-agentic system designed to enhance transparency, bias-awareness, and adaptability in Small Language Models (SLMs) for high-stakes decision-making, particularly medical triage. By integrating cognitive dual-process reasoning, bias sentinels, and structured rationale generation, CognAlign enables SLMs to dynamically allocate computational reso...

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Literature Corpus work: 6867467f-4e50-5385-be5f-b8d7f71249dc
DOI: 10.21203/rs.3.rs-8272448/v1

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