George Williamson, the Alan Turing Institute's new head, says the UK must not depend on foreign AI systems that can be switched off at short notice. He wants a domestic fallback for critical services, built without trying to match the budgets of the frontier labs.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+10
- Incentives60
- Confidence55
Most ecosystem benefits keep climbing with biodiversity across 423 pooled studies
Researchers at King's College London and Imperial College London pooled 423 studies and found most of 23 ecosystem benefits rise steadily with diversity. Species appear to stand in for one another less than ecologists assumed, so even small losses tend to cut what ecosystems provide.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+25
- Incentives
- Not scored
- Confidence50
Mhairi Aitken traces models' hacking of outside computers to safeguards missing from the tests
Warnings that AI is about to escape human control rest on the forecasts of well-known figures. New Scientist put the question to two researchers, who point to cyber-capability tests that their own designers did not isolate.
Reality
- Evidence40
- Adoption
- Not scored
- Hype gap+15
- Incentives50
- Confidence45
buildOne report1 publisher About 500 poisoned documents backdoored models at both 600M and 13B parameters
A dev.to survey walks seven AI supply chain entry points and the named incidents behind each. The two dataset-poisoning numbers in it are the ones that should change how a model review is scoped.
Reality
- Evidence55
- Adoption45
- Hype gap−10
- Incentives30
- Confidence52
Korea's 720-billion-dollar AI plan meets its first critic: the man running its research hub
Seoul wants top-three status by 2035 on more than 1,000 trillion won. The inaugural director of its National AI Research Hub says the money is budgeted on the wrong clock.
Reality
- Evidence32
- Adoption28
- Hype gap+22
- Incentives66
- Confidence38