Research

Benchmarks and papers on evaluating AI systems against the claims they actually make.

Accepted · 2026

Do LLM Reviewers Respect Scope? ScopeBench-PR: A Benchmark for Scope Fairness in Peer Review

Rishi Ahuja, Kumar Prateek, Simranjit Singh

GlobalSouthAI Workshop · IJCAI–ECAI 2026

Awarded Best Paper Presentation

Runner-up · Three Minute Thesis (3MT)

Measuring whether LLM reviewers respect a paper’s stated scope.

Published · 2026

Rishi Ahuja, Kumar Prateek, Simranjit Singh

IJCAI–ECAI 2026 · AI for Social Good Special Track

Awarded IJCAI–AIJ grant

A large-scale benchmark for real-time conversational fraud detection.

Published · 2026

Rishi Ahuja, Kumar Prateek, Simranjit Singh, Vijay Kumar

ICLR 2026 · TSALM Workshop

Awarded ICLR 2026 grant · $2,025

Selective retrieval for time-series forecasting beyond long-context scaling.