StarHarness: Evolving Harnesses with Stratified Search for Enterprise Environments Paper • 2608.24804 • Published Aug 25 • 41
SynthDocBench: Controlled Benchmark for Long-Context Visual Document Understanding Paper • 2607.10400 • Published Jul 11 • 69
EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings Paper • 2603.13594 • Published Mar 13 • 150
Do Enterprise Systems Need Learned World Models? The Importance of Context to Infer Dynamics Paper • 2605.12178 • Published May 12 • 66
view article Article AprielGuard: A Guardrail for Safety and Adversarial Robustness in Modern LLM Systems ServiceNow-AI • Dec 23, 2025 • 51
view article Article AprielGuard: A Guardrail for Safety and Adversarial Robustness in Modern LLM Systems ServiceNow-AI • Dec 23, 2025 • 51
view article Article Apriel-1.6-15b-Thinker: Cost-efficient Frontier Multimodal Performance ServiceNow-AI • Dec 9, 2025 • 84
Grounding Computer Use Agents on Human Demonstrations Paper • 2511.07332 • Published Nov 10, 2025 • 107