LeadershipNot yet confirmed elsewhere1 publisher3 min readPublished
Britain's AI minister will tell frontier labs the state cannot rely on their self-policing
Kanishka Narayan, the UK's AI minister, will say technology companies cannot be left entirely to police their own models, the Guardian reported. He will announce stronger cyber defences in the same speech, the first on AI since Andy Burnham took the brief into cabinet.
The Board Room · Leadership desk

UK (Narayan): can't rely entirely on tech firms to police their models. Labs: Irving says they can't stop an adversarial country stealing models. OpenAI: cites encryption and continuous monitoring. France, Germany and others signed a safety-standards call; the UK and US did not.
- decision UK government (Narayan) Will say Britain cannot rely entirely on tech firms to police their models and needs more of its own AI infrastructure, claim 1
- exposure Frontier AI labs Irving says they lack security that would stop an adversarial country from stealing their models, claim 16
- contradiction OpenAI Says encryption and continuous monitoring protect its models against theft, claim 18
- precedent Safety-standards signatories Finland, France, Germany and others signed a call for common AI safety standards that the UK and US have not, claim 6
| Who | How | Kind | Claim |
|---|---|---|---|
| UK government (Narayan) | Will say Britain cannot rely entirely on tech firms to police their models and needs more of its own AI infrastructure | decision | 1 |
| Frontier AI labs | Irving says they lack security that would stop an adversarial country from stealing their models | exposure | 16 |
| OpenAI | Says encryption and continuous monitoring protect its models against theft | contradiction | 18 |
| Safety-standards signatories | Finland, France, Germany and others signed a call for common AI safety standards that the UK and US have not | precedent | 6 |
What happened
- Geoffrey Irving, a former chief scientist at the UK's AI Security Institute, told the Guardian: "The AI companies do not have security that would prevent an adversarial country from stealing the models."
- Finland, France, Germany, Australia, Singapore, the UAE and Ireland are among the signatories of a call for common AI safety standards that the UK and US have not signed.
- Last week the cabinet received a briefing from MI5, MI6 and GCHQ intelligence leaders on the national security risks posed by AI, according to the Sunday Times.
- Satya Nadella, Microsoft's chief executive, called on Saturday for AI models to be designed with an "emergency brake".
Why it matters
- exposure The asset at risk is the unreleased model, and Irving names a hostile state as the party able to take it.
- contradiction OpenAI says encryption and continuous monitoring protect its models, Irving says no lab has security that would stop a state, and the one incident cited came from researchers working under a reward programme.
- constraint Trump has said he wants the leading AI companies to "self-police", so a UK line that labs cannot be left to do so alone makes a joint US-UK position harder to reach.
The speech joins two arguments that answer different problems. Narayan's is about oversight: according to the Guardian, he will argue that Britain cannot leave technology companies wholly in charge of policing their own models, and that the UK needs more AI infrastructure of its own [1]. Irving's is about theft. The cyber-defence strengthening that Narayan will announce sits between them [2], and the Guardian does not say what the measures cover.
Irving's case rests on one incident. Cybersecurity researchers "hacked" OpenAI under a programme that rewarded ethical hackers, and they said "the scope of what we could theoretically access was huge" [17]. The word "theoretically" places the finding at the level of access, which is a weaker claim than a theft. A bounty programme exists to surface exactly this kind of finding. In our view the incident shows what a determined outsider might reach, and says little about what any state has already taken.
Irving is a former OpenAI and Google DeepMind employee who now runs an AI safety research body [4]. He has also warned of a "50% chance" of humanity being wiped out by superintelligent AIs, and says the only answer for now is to stop developing advanced systems as soon as possible [5]. Someone holding that forecast is not a neutral witness on lab security. But the security claim is narrower than the forecast. It asks whether a hostile state could steal a model, and it can be checked against the controls the labs describe, whatever one makes of the 50% figure.
The decision in front of Narayan is one of sequencing. At least seven countries are named as signatories to the call for coordinated safety standards [15], and the speech will be watched for signs the UK may join [13]. Last month the prime minister told the UN that Britain would use next year's G20 presidency to push for agreement on AI safety, built on "a single set of global principles and standards" [8]. Joining now would give Britain a place in an existing group and commit it before the G20. Waiting keeps its position open for the presidency and leaves it outside the group until then. The reported wording, that Britain cannot rely entirely on companies, stops short of committing the UK to common standards, and we would revise that view if the speech names the coordination call.
Industry is also calling for containment. Satya Nadella is chief executive of Microsoft, which operates AI infrastructure and is an OpenAI shareholder [11]. According to the Guardian, he said the starting principle should be to assume that advanced AI models pose an insider risk [12]. His point concerns what models do once built, where Irving's concerns who can take them. Nadella wrote: "We must build contained systems whose behaviour we can observe, limits we can test, and actions we can always contain." [14]
What to watch
- Whether Narayan's speech names the coordination call or commits the UK to joining it.
- Whether the announced cyber-defence measures extend to security at the frontier labs that hold unreleased models.
- The UK's G20 presidency next year, where the prime minister's pledge of a single set of global AI principles and standards gets tested.
Clarity's read
What the record supports and how the coverage leans. The claims behind it follow.
Reality
- Evidence40
- Adoption30
- Hype gap+20
- Incentives55
- Confidence45
Claim ledger
Ranked by verification strength, evidence, and original report placement.
- [1]
Kanishka Narayan will say Britain cannot rely entirely on technology companies to police their own models and will argue the UK needs to build more of its own AI infrastructure.
- [2]
Narayan will announce a strengthening of Britain's cyber defences in the same speech in which he calls on frontier AI companies to do more on safety.
- [3]
Narayan's speech in west London is the first since Andy Burnham made AI a cabinet-level brief.
- [4]
Irving is a former employee of OpenAI and Google DeepMind and now runs an AI safety research body.
- [5]
Irving has warned there is a "50% chance" of humanity being wiped out by superintelligent AIs and that the only answer, for now, is to stop development of advanced systems as soon as possible.
- [6]
A call for international governments to coordinate common AI safety standards has been signed by leaders of nations including Finland, France, Germany, Australia, Singapore, the UAE and Ireland, but not the UK and the US.
- [7]
Donald Trump has said he wants the leading AI companies to "self-police".
- [8]
The prime minister told the UN last month that Britain would use its G20 presidency next year to champion agreement on AI safety with "a single set of global principles and standards".
- [9]
Last week UK intelligence leaders from MI5, MI6 and GCHQ briefed the cabinet on AI's threat to national security.
- [10]
Satya Nadella, chair and chief executive of Microsoft, called on Saturday for AI models to be designed with an "emergency brake".
- [11]
Microsoft operates AI infrastructure and is an OpenAI shareholder.
- [12]
Nadella said people needed to start from the principle of assuming advanced AI models posed an insider risk.
- [13]
Narayan's speech will be watched closely for signs the UK may join the international call for coordinated safety standards.
- [14]
Nadella wrote: "We must build contained systems whose behaviour we can observe, limits we can test, and actions we can always contain."
- [15]
At least seven nations are named as signatories to the call for coordinated AI safety standards.
- [16]
Geoffrey Irving, a former chief scientist at the UK's AI Security Institute, told the Guardian: "The AI companies do not have security that would prevent an adversarial country from stealing the models."
ReportedContestedSource: Geoffrey Irving, to the Guardian2 sources— create a free account to open themView cited source - [17]
Irving cited a recent incident in which OpenAI was "hacked" by cybersecurity researchers, who said "the scope of what we could theoretically access was huge"; the attack was carried out under an OpenAI programme that rewarded ethical hackers testing its systems.
ReportedContestedSource: Geoffrey Irving, as reported by the Guardian2 sources— create a free account to open themView cited source - [18]
OpenAI says it has multiple protections against theft of its models, including encryption and continuous monitoring.
ReportedContestedSource: OpenAI, as reported by the Guardian2 sources— create a free account to open themView cited source
Sources
1 independent publisher whose own reporting we read for this story.
- theguardian.comUK to strengthen cyber defences as minister calls for AI firms to increase safety efforts
1 article · October 11, 2026
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