AI and UK Jobs: Less Apocalypse, More Uneven Reshaping
What current UK evidence says about AI exposure, adoption, entry-level work, and the roles most likely to change.
What current UK evidence says about AI exposure, adoption, entry-level work, and the roles most likely to change.
Gated cyber models may buy defenders time, but history suggests the advantage will not last.
Anthropic's gated Mythos release points at a larger shift: frontier intelligence may be governed like strategic infrastructure, with uneven consequences for firms, citizens, and states.
The AI debate keeps collapsing into hype, panic, and lazy binaries. The real issues are truth, work, power, and governance.
An interactive risk dashboard rating all 26 UK Standard Occupational Classification (SOC 2020) sub-major occupation groups by their likelihood of AI substantially taking over the work.
An opinionated case that AGI effectively arrived in 2025 for mainstream knowledge work, and why arguing definitions now distracts from deployment and governance.
An opinionated look at why AI tutoring and workplace copilots are creating always-on education, plus the strongest evidence for and against the trend.
Why each great economic and technological revolution arrives faster than the last, and why AI may be the most disruptive yet.