Building AI agents that work well in a demo is one thing, but running them in production requires serious infrastructure. …
Multi-tool-integrated reasoning enables LLM-empowered tool-use agents to solve complex tasks by interleaving natural-language reasoning with calls to external tools. However,…
Saish Sali, Nipun Kumar, Sura ElamuruguIntroductionAs Netflix has grown, machine learning continues to support our ability to deliver value to…
Business leaders across industries rely on operational dashboards as the shared source of truth that their teams execute against daily.…
This paper was accepted at the Fifth Workshop on Natural Language Generation, Evaluation, and Metrics at ACL 2026. Tool-calling agents…
By Nipun Kumar, Rajat Shah, Peter ChngIntroductionThis is the first blog post in a multi-part series that shares technical insights into…
Migrating to Amazon Quick doesn’t have to mean starting from scratch. Your dashboards encode hard-won domain knowledge: calculated fields your…
Normalizing flows (NFs) are end-to-end likelihood-based generative models for continuous data, and have recently regained attention with encouraging progress on…
The National Health Service (NHS) has delivered universal healthcare to an entire nation for over 75 years. With 1.5 million…
Large language models (LLMs) now drive the most advanced conversational agents, creative tools, and decision-support systems. However, their raw output…