Author

Akash Raj

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Preprint Aug 2026

Names Can Hurt: Spotting Slopsquatting Risks Caused by Package Name Hallucinations in Local Coding LLMs

A two layer detector to counter'slopsquatting of Python package names, with findings that hallucination rate scales almost linearly with prompt adversariality, and when primary and fallback share a model family, approximately 84% of primary failures recur on the fallback, motivating cross family pairing.

Akash Raj, Sargam Sahu · 0 citations

Jul 2026

Harnessing LLMs for Reliable Academic Supervision: A Comparative Study

This work compares a baseline Academic Supervision Assistant, a GPT-5 chatbot with no scaffolding, against a multi-module system, Academic Supervision System (ASuS) that wraps the much smaller GPT-4o-mini in a LangGraph harness, and argues that where reliability, traceability, and institutional consistency matter more...

Akash Raj · arXiv.org · 0 citations