Local LLM on a Laptop: What a Small Business Actually Needs in 2026
What a small business can actually run on a laptop in 2026: VRAM tiers explained, $1,300-$4,200 hardware bands, one-command Ollama setup, the privacy and cost math, and the four cases where you should not self-host.