
I'm fed up of people using the excuse of AI slop
AI slop is the result of weak direction and absent editorial judgement, not an excuse to blame the tool.

AI slop is the result of weak direction and absent editorial judgement, not an excuse to blame the tool.

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.

If frontier AI access is restricted for security reasons, the criteria should be narrow, reviewable and available to public-interest institutions.

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.