Research author

Manikandan Ravikiran

2 AI research papers in the One9Founders library, with summaries and links to original sources.

Papers by Manikandan Ravikiran

Sep 8, 2026
cs.CL

The Audit Decides the Verdict: Instrument Effects Rival Demographic Bias in LLM Decision Audits

Siddharth Vohra, Manikandan Ravikiran

Sep 8, 2026
cs.CL

When Models Defer to Wrong Answers: A Robustness Audit of Source-Attributed Cues in Multiple-Choice QA

Manikandan Ravikiran, Siddharth Vohra

Manikandan Ravikiran — AI Research Papers | One9Founders