On June 8th, I accepted an invitation from Futu and gave a talk at an event jointly hosted by Futu, Ethhub, and SNZ. I outlined the complete trajectory of the AI market in 2023 so far: from the three major debates about AI in the market, to how penetration rate dividends determine commercialization efficiency, and finally to the critical stage we're in now, shifting from hardware shortages to commercialization validation. Below is the written record of what was discussed at the time.