Sourabh Surana

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upvoted a paper 4 days ago

SynthDocBench: Controlled Benchmark for Long-Context Visual Document Understanding

Paper • 2607.10400 • Published 9 days ago • 69

upvoted a paper 2 months ago

Do Enterprise Systems Need Learned World Models? The Importance of Context to Infer Dynamics

Paper • 2605.12178 • Published May 12 • 65

upvoted a paper 4 months ago

EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings

Paper • 2603.13594 • Published Mar 13 • 150

upvoted an article 7 months ago

view article

Article

AprielGuard: A Guardrail for Safety and Adversarial Robustness in Modern LLM Systems

• 

ServiceNow-AI

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Dec 23, 2025

• 49

upvoted a paper 10 months ago

Apriel-1.5-15b-Thinker

Paper • 2510.01141 • Published Oct 1, 2025 • 125