
Configure AI Models Instead of Hard-Coding Them
Keep model names in configuration, select models by task, and compare routes using the cost of completed work.

Keep model names in configuration, select models by task, and compare routes using the cost of completed work.

Kimi K3's released near-frontier weights reduce dependence on US model providers and make price, deployment control and licence terms more important.

What current UK evidence says about AI exposure, adoption, entry-level work, and the roles most likely to change.

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.

Why each great economic and technological revolution arrives faster than the last, and why AI may be the most disruptive yet.