OpenSharing SecureConnect is a Databricks-managed proxy that simplifies network configuration for cross-organization data sharing. Providers set up once and no longer need to configure networks per recipient. Optionally, private link connectivity via NCC enhances security. Data stays in provider storage. Now in Public Preview.

This post explores how to build reliable AI agents by designing loops, not just using a good model. It introduces four nested loops: the agent loop, verification loop, event-driven loop, and hill climbing loop, each building on the previous to create agents that work consistently and improve over time. Using LangChain primitives, developers can implement each level and embed human oversight where needed.

Enterprises are moving agentic AI from proof of concept to production — and the next generation of AI factories are built for the era of agents. At HPE Discover Las Vegas, NVIDIA and HPE are expanding the HPE AI Factory with NVIDIA, including NVIDIA Vera CPU and NVIDIA Agent Toolkit for HPE Private Cloud AI. NVIDIA Confidential Computing extends across HPE AI Factory and enhanced full-stack NVIDIA integration is available throughout the portfolio.

Fleet supports both quick, ad hoc tasks and recurring responsibilities. See how General Purpose Chat and Specialized Agents help teams delegate work.

NVIDIA Blackwell platform achieves fastest training times across all benchmarks in MLPerf Training 6.0, demonstrates large-scale training with up to 8,192 GPUs, and highlights reliability features.

Sciene's AI Companion helps Quartile standardize and scale Customer Success work by generating context-aware emails, meeting decks, and account diagnostics across a large global team.