alt Hacker News> which presumably hasn't done a fresh pre-training over the web
What makes you think that?
> Did they figure out how to do more incremental knowledge updates somehow?
It's simple. You take the existing model and continue pretraining with newly collected data.
A leak reported on by semi-analyses stated that they haven't pre-trained a new model since 4o due to compute constraints.