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OpenAI uses scale via eg data made by humans through outlier. Part of this move could probably be seen as starving competition from data as much as buying talent at scale.


Every frontier lab has moved (or is moving) away from scale to other vendors/platforms/bespoke solutions.


What vendors or platforms are frontier labs moving to?


Mercor


Doesn't scale contract out/aggregate many smaller companies, and that's where the bespoke solutions are?


How do you know this?


One can only guess but if they were so subscribed with their existing clients why have they started focusing on much on government contracts?


contracts are higher margin and give consistent ARR compared to data labelling


I was looking for side angles also. Thinking the size of the deal gives substantial information rights, so there is likely good visibility into competitors surface areas.




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