deanlu.ai explores enterprise AI application practices, covering LLM architecture, RAG systems, AI agents, knowledge management, and business workflow automation.
This site is my public AI knowledge base for turning learning notes into reusable decision context. The current notes connect LLM foundations, Claude/Cowork operating practices, and NVIDIA AI platform research across agents, AI infrastructure, physical AI, and industry-specific models. The goal is to make enterprise AI strategy more inspectable, practical, and ready for manufacturing-grade systems.
The Daily Scout
The Daily Scout is a concise daily brief of AI developments, market signals, and practical implications for enterprise and manufacturing AI adoption.
What’s New
- Open Models & Industry Verticals: Origin: NVIDIA product pages, research pages, technical blogs, docs, and newsroom releases Type: Research synthesis Author / org: NVIDIA One-line takeaway: Evaluate NVIDIA models by vertical operating loop, not only by benchmark score. --- Garden Card This note maps NVIDIA’s open model and vertical AI strategy across Nemotron, Cosmos, Earth-2…