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Haven't we reached a situation where English is the de facto language of scientific research, especially AI benchmarks ?

It's clearly impossible for me to try anything in Chinese, I'd need a translation.

Correct. Lingua franca for at least the last 75 years, if not longer.

For publishing results, yes, but not necessarily for the generation part of it.

Less and less, it feels like, every year. I wonder if anybody has hard numbers on that.