> I don't think we'll get their by scaling current techniques (Dario disagrees, and he's far more qualified albeit biased).

If Opus 4.6 had 100M context, 100x higher throughput and latency, and 100x cheaper $/token, we'd be much closer. We'd still need to supervise it, but it could do a whole lot more just by virtue of more I/O.

Of course, whether scaling everything by 100x is possible given current techniques is arguable in itself.