AI Research Product Brief

A practical brief on schema-gated orchestration: separate conversational flexibility from execution authority, then prototype one validated workflow.

A four-card product brief on NVIDIA Nemotron 3 Embed, covering what changed, the agent-memory problem it targets, and a first embedding-swap prototype.

A practical brief on JoyNexus, a multi-tenant VLA post-training design, and a small OpenVLA prototype path.

A practical brief on turning procedures and screenshots into reusable runtime skills for visual agents.

A three-part brief on what Gemma 3 changes, the product problem it addresses, and a practical 4B prototype path.