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The Dark Side of AI Transformers: Sentiment Polarization the Loss of Business Neutrality by NLP Transformers | Synapse
March 3, 2026
Open Access
The Dark Side of AI Transformers: Sentiment Polarization the Loss of Business Neutrality by NLP Transformers
PK
Prasanna Kumar
Key Points
Sentiment polarization arises from AI transformers, impacting the neutrality of business communications.
Text classification accuracy shows a marked shift, with bias influencing outputs in significant ways.
Analysis focuses on natural language processing algorithms that drive sentiment analysis in various sectors.
Implications highlight the need for transparency in AI systems to prevent unintended biases and maintain neutrality.
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Prasanna Kumar (Thu,) studied this question.
synapsesocial.com/papers/69a75be9c6e9836116a241ab
https://doi.org/https://doi.org/10.2139/ssrn.6065827
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