Do you remember 2023? That year everyone was chatting with ChatGPT, generating copy, answering questions, and boasting. In the blink of an eye, it's 2025, and the way AI is played has completely changed.

From "chat" to "transformation", this is not just marketing jargon, but a technological watershed. Andrej Karpathy, who was the AI director at Tesla, a founding team member of OpenAI, and a lecturer for the Stanford CS231n course, recently published an in-depth analysis dissecting what has actually happened in AI over the past two years.

The core change can be summed up in one sentence: AI is no longer just a tool for answering questions, but rather an intelligent agent that can truly execute tasks and make decisions. Code generation, data analysis, strategy recommendations—these tasks that once required human handling can now be completed independently by AI. What does this mean for us who focus on the market, track on-chain data, and analyze trading opportunities? It means that the way we acquire information and gain market insights needs to be upgraded.