The Government Office for Science has published AI Scenarios 2030, a collection of possible futures in which artificial intelligence transforms work, public services and the last cupboard where officials store a straight answer. The report carefully says these are not predictions. It still supplies five detailed worlds, six major uncertainties and enough institutional anxiety to power a small data centre.
AI Scenarios 2030 and the planning problem
Produced with the AI Security Institute and the Department for Science, Innovation and Technology, the report helps policymakers test plans against uncertainty. The theory is sensible. Instead of choosing one forecast and marching towards it with a laminated strategy, officials can ask whether a policy survives several versions of tomorrow.
The six uncertainties cover capability, access to advanced models, security, adoption, labour displacement and global cooperation. In other words, the report asks who controls the machines, who gets replaced by them, who can stop them misbehaving and whether countries can agree on anything before the machines begin taking minutes.
The five scenarios range from Slow Burn, where progress slows, to Take Off, where capability accelerates and safety becomes an inconvenient passenger. Open Frontier imagines wider access and wider opportunities for misuse. Augmented Growth offers a more cheerful route. Transformation Economy offers workers a less cheerful one.
What AI Scenarios 2030 refuses to predict
None of these scenarios claims to be the answer. That is fortunate because the answer would presumably require another report explaining the answer. The publication instead treats each scenario as a tool for testing policy, planning for shocks and challenging comfortable assumptions.
That creates the useful contradiction at the heart of scenario planning. Policymakers must prepare rigorously for futures nobody can predict. They must also avoid pretending that preparation has produced a prediction. This is disciplined uncertainty, although it does mean the spreadsheet cannot become a prophet merely because it has coloured cells.
The report recommends imagining a preferred future, working backwards from it and testing policies against every scenario. That sounds responsible. It also sounds like asking an institution to build five emergency exits while refusing to say whether the building is on fire.
The brass oracle has now issued its own guidance. Prepare for every possible future, claim none of them is likely and ensure the biscuit budget survives all five. A sixth scenario, in which the committee reaches a conclusion without commissioning further work, remains too far outside the evidence base to model.
Source: GOV.UK.
