Love you man but I don’t see it. If you mean for the median and bottom possibly.

Love you man but I don’t see it. If you mean for the median and bottom possibly. If you mean for results then it’s easily demonstrable what the differences are.

For those of us that solve hard problems there is openai and that’s about it.

I am proud of Deepseek and Google both for lighting the fires of competition. I agree that open source is an accelerator. I agree that in the end foundation models are a commodity. But until we solve the three major remaining problems (our org has solved one, and has insights into the second) then we are still in the early stages.