'Local' Solves Where Your Data Goes. It Doesn't Solve What Your Agent Does

Local models got good this year. Gemma 4's 12B runs agentic workloads in 16GB of RAM, GLM-5.2 tops the open-weight leaderboards under a permissive license, Qwen 3.6 does tool-calling that would've bee...