When intelligence begins to act: a thoughtful appraisal of agentic AI in biomedicine

The expanding role of intelligent systems in biomedical science marks a shift from passive analysis towards active participation in discovery and care. Recent scholarship has begun to frame these systems not merely as models, but as agents capable of planning, interaction, and adaptation. This letter reflects on such developments, acknowledging their conceptual clarity and practical ambition, while raising questions about evaluation, responsibility, human judgement, and long-term scientific culture. The intent is to encourage careful reflection as these technologies move closer to real-world integration.

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Publication Details

Journal
Briefings in Bioinformatics
Published
2026-04-15
DOI
https://doi.org/10.1093/bib/bbag213
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

When intelligence begins to act: a thoughtful appraisal of agentic AI in biomedicine

Partha Pratim Ray
Briefings in Bioinformatics
Artificial Intelligence in Healthcare and Education
article

When intelligence begins to act: a thoughtful appraisal of agentic AI in biomedicine

Partha Pratim Ray
article en

Abstract

The expanding role of intelligent systems in biomedical science marks a shift from passive analysis towards active participation in discovery and care. Recent scholarship has begun to frame these systems not merely as models, but as agents capable of planning, interaction, and adaptation. This letter reflects on such developments, acknowledging their conceptual clarity and practical ambition, while raising questions about evaluation, responsibility, human judgement, and long-term scientific culture. The intent is to encourage careful reflection as these technologies move closer to real-world integration.

Briefings in BioinformaticsVol. 27(3)
Sikkim University (IN)
Reduced inequalities
Openalex Percentile: Top 12%
Artificial Intelligence in Healthcare and Education
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