I've actually been a, an AI pessimist up to now. I think 2023 will be actually the year of AI. It seems to me that we're reaching that tipping point with all of LLM's and various of the sort of image generation, video generation, sound generation, speech generation, speech transcription together. So just like the markers are saying, it hasn't really mattered thus far, right?

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