Author

Juhi Singh

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Review Open access Aug 2026

Generative AI in Enterprise Decision Intelligence: Opportunities and Challenges

It is argued that organizations capturing durable value are not necessarily those with the most advanced models, but those that have redesigned decision workflows, built human-in-the-loop verification into high-stakes processes, and treated GenAI as a collaborator rather than an oracle.

Naresh Sharma, Rohit Kumar, Himanshu Verma et al. · Journal of Intelligent Decis... · 0 citations

#machine learning Open access Aug 2026

Coarse composition suffices: tabular in-context learning for multi-activity antimicrobial peptide profiling

A simple, sequence-only pipeline can match and surpass leading methods by combining 330 interpretable sequence descriptors with TabPFN, a tabular foundation model that performs in-context prediction in a single forward pass without gradient-based training or hyperparameter search.

Anuj Pal, Raunak Kumar, D. Solanki et al. · bioRxiv · 0 citations