
And especially once very strong local models came along, if the local model was slightly off, we'd do a bit of directional steering and nudge it back on track. You didn't have to wait as if you were rolling dice — Opus 4.5, 4.6, 4.7, is each release an evolution? Sometimes it's a regression. You might wait months, and there might still be problems.