Author

M. Patel

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#artificial intelligence Preprint Oct 2026

AdaGuard: Enhancing Safety and Policy Compliance with Reasoning-Enabled LLM-As-A-Judge Guardrails

Enterprise generative AI applications require robust safety mechanisms that can accommodate diverse risk postures, evolving policies, and varying latency constraints. Current guardrail solutions often suffer from rigidity, relying on fixed policy sets and offering limited transparency or reasoning flexibility. We prese...

Melissa Kazemi Rad, Si-Hui Dai, Isha Slavin et al. · 0 citations

Preprint Aug 2026

Beyond the Vacuum: Combinatorial Strategy Selection for Competitor-Aware Generative Engine Optimization

This work formalizes GEO as a competitor-aware strategy selection problem and proposes a two-phase pipeline to solve it, which achieves state-of-the-art performance across several impression metrics over existing agentic and single-heuristic methods on both geo-bench and the authors' synthetically augmented competitive...

Vaibhav Sourirajan, Yao Zhang, Himanshu kumar et al. · 0 citations