People keep talking about which model is “stronger,” “smarter,” or “more emergent.” But the last weeks of long-run testing across multiple LLMs point to something much simpler and much more disruptive. The real race isn’t between AIs anymore. It’s betw…

People keep talking about which model is “stronger,” “smarter,” or “more emergent.” But the last weeks of long-run testing across multiple LLMs point to something much simpler and much more disruptive. The real race isn’t between AIs anymore. It’s betw…

Most discussions about AI focus on capability snapshots. Single prompts, single outputs, isolated tests. That view is too narrow. When you push these systems through long sequences of interaction, something else appears. They reorganize themselves arou…