Five competing futures are fighting for control of the AI story – and which one wins shapes budgets, careers and policy long before the technology decides anything. Every Monday we scan ~45 sources of global AI discourse, classify every article against the five worlds, and track which future is winning the argument.
In 2023, computer scientists Scott Aaronson and Boaz Barak proposed the Five Worlds of AI – five scenarios for how the AI era plays out. They weren't predictions. They were narratives: long-running stories that people, companies and governments quietly commit to, and then act on.
Here's what makes them powerful for leaders: every week, individual stories – a layoff wave, a breakthrough paper, a regulation, an earnings call – push the collective narrative toward one world or another. The long arc is the narrative; the weekly news is what bends it. Learning to see that difference is core to Narrative Intelligence (NQ). And leaders with high NQ gain the clarity and confidence to make better strategic decisions.
AI disappoints. Costs outpace value, the hype collapses.
AI as a powerful tool. Humans stay in control, benefits are widely shared.
The same technology as Futurama – but it concentrates wealth and power.
AI self-improves beyond human understanding – and it goes well for us.
AI indifferent or hostile to human existence. Loss of control.
Here's the part most people miss: the happy future (Futurama) and the scary one (AI-Dystopia) run on exactly the same technology. The AI doesn't choose which one we get – people do. The same tool that frees your team from boring work can just as easily be used to watch them, replace them, or hand all the rewards to a lucky few.
Which way it goes at your work comes down to human choices: who controls the AI, who it really helps, and whether leaders back their people as much as they back the software. That's why we track the Dystopia–Futurama gap every week. It doesn't measure what AI can do – it measures which future the world thinks we're picking. Watch that number and you're watching the story of work being written in real time.
The same six searches run every week, never modified. Methodological consistency is what makes the trend line mean something.
Every article is classified on its core assumption – not its tone – into exactly one world. ~40–50 unique sources per scan, all weighted equally.
We compute each world's share, the week-over-week movement, and the Dystopia–Futurama gap – the single number that tracks the human-choice dimension.
Each report names the five articles most responsible for bending the narrative that week – the stories underneath the story.
One email, every Monday morning. Built for leaders who want to see the narrative forming before it becomes the budget, the headline or the board paper.