a local agent now has a memory budget

self.md radar — 2026-08-11 the local agent stopped being a hobbyist promise and acquired a fairly awkward physical requirement: a 30-billion-parameter model that Meta says is meant to run on one consumer GPU, with the quantized package under 20 GB. that puts the personal machine back in the argument, where “owned” has to survive memory budgets and latency rather than just good intentions.