Tag
#personal-ai
Articles tagged "personal-ai" — 2 entries.
The Sandbox Tax That Wasn't — NemoClaw vs OpenClaw on One DGX Spark
I ran NemoClaw's sandboxed agent stack and the host Ollama-OpenClaw CLI side by side on one DGX Spark with the same 123B Nemotron model. The sandbox overhead I went looking for is real but modest (~2× raw inference); the real tax is onboarding, and NemoClaw paid it at install time.
Access First, Models Second — How I Set Up My DGX Spark for Solo AI Work
Most DGX Spark walkthroughs open with CUDA and tokens/sec. This one opens with streaming, AI-pair-programming, sandboxed agents, and browser automation — the access layer. For a solo edge builder, that interaction stack is more load-bearing than the model stack.