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Author

Ajinkya Kulkarni

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#artificial intelligence Review Jun 2026

Paper Pilot: A Human-in-the-Loop Expert System for Evidence-Traceable Scientific Manuscript Generation in Applied Sciences

Paper Pilot positions LLM-assisted writing as a controlled human-AI decision-support process rather than a fully autonomous authorship pipeline, and defines eight approval gates across the idea-to-claim pipeline and distinguishes literature-grounded from artifact-grounded claims.

Nidhi Jha, Siddharth Chaudhary, Ajinkya Kulkarni · 0 citations
Preprint Aug 2026

On the Robustness of Audio Deepfake Detection under Audio Watermarking

Recent advances in generative audio models have enabled highly realistic synthetic speech, increasing the importance of reliable audio deepfake detection (ADD) systems. While prior studies have primarily focused on adversarially optimized perturbations, the robustness of ADD systems under realistic signal transformatio...

Zi-Qian Yong, Ajinkya Kulkarni, J. Lau et al. · 0 citations

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