I’m seeing a lot of “ChatGPT moments” with Codex (now inside the ChatGPT app). Over the past few weeks, I’ve been visiting manufacturing companies about once a week to introduce Codex. I run one of Korea’s largest AI communities, and I used to think many people weren’t using AI because it was too difficult. What I’ve realized on-site is something different. Most people weren’t struggling because it was hard—they simply didn’t know what was possible. Every visit, I’m surprised by how quickly teams start producing real results once they’re shown the right workflows. Looking at the outcomes and adoption speed, it’s hard to even imagine how much productivity companies will unlock as they embrace AI more aggressively. One more observation that’s surprisingly consistent: Everyone says the same thing at the end… “I’m running out of tokens.” 😂