Top figures within the Labour government are raising urgent internal concerns about the unchecked power of artificial intelligence, warning that ministers risk falling behind public anxiety over technology safety alongside economic pressures. Alongside the immediate pressures on the cost of living and fragile economy, but a number of senior Labour figures were privately starting to name the power of AI as the thing worrying them most. Those things, plus the security services issuing their warning, that is what has changed the weather on this.”. According to prof Elena Simperl, a co-director of the Institute for Artificial Intelligence at King’s College London,, The existential risk argument had “no evidence” and was a “theory” rather than a credible threat. Others in Whitehall have the opposite concern: that worries about safety could become too dominant – and end up holding back the government’s adoption of tools that could be transformative for productivity and solving longstanding problems in public services, from medical care to reducing waiting lists. But the challenge for us, obviously, is managing the risks along the way, making sure that we don’t make mistakes, which reduce people’s trust, which means that that sets us back.”, i’m really optimistic.
Reflecting on the issue at the Labour conference, one cabinet minister stated, “I have this sense that, within a few months, AI is going to be all anyone is talking about.” The minister clarified that the primary anxiety is “not killer robots,” but rather the concentration of immense, super-intelligent capabilities falling into the hands of malicious actors. With everyone from ministers to activists jubilant at Andy Burnham’s takeover and a bounce in the polls after the change of leader, it was Labour conference. They explained, but the idea of a huge amount of concentrated, super-intelligent power potentially ending up in the hands of bad actors, it was “not killer robots” causing the worry. Now they too have got to navigate the White House.
Other senior figures expressed concern that the government must move faster to match public worries. In his conference address, Ed Miliband delivered a stark warning on the “daunting” dangers of AI, declaring that politicians will not allow tech company profits “to come at the expense of our children or indeed humanity.”
A series of high-level government interventions highlighted the escalating focus on AI safety. AI minister Kanishka Narayan cautioned that state-level cyberattacks by rogue agents are “likely, if not inevitable,” adding that the UK intends to bolster upcoming cybersecurity legislation.
Following cabinet discussions focused on the topic, MI5 chief Ken McCallum warned that AI is currently “supercharging the cybersecurity contest between attackers and defenders.” He emphasized that the most critical threat involves extremist groups leveraging AI to create and deploy dangerous bioweapons designed to spread disease and death.
Liam Byrne, chair of the business, innovation, science and trade committee, attributed the heightened focus on AI threats partly to the transition from Keir Starmer to Andy Burnham, though he stressed that significantly more action is required. One senior government figure noted a distinct mindset shift, suggesting previous leadership had “drunk the tech-bro Kool-Aid.” It’s make-your-mind-up time, I would say,” Byrne said.
Byrne’s parliamentary committee recently held an evidence session with civil service AI security leaders and representatives from top tech firms—including Anthropic, OpenAI, DeepMind, and Meta. Discussions revealed disagreements over whether state testing of advanced models should be mandatory. According to he, His committee was “lighting up” the issue, particularly in terms of working with the US to regulate and monitor new models.
Addressing international challenges, Byrne pointed out that Donald Trump’s US administration reportedly requested AI firms not to share latest models with the UK AI Safety Institute. He urged the UK government to act decisively on regulation, especially if US political dynamics shift following midterm elections, noting that commercial firms want cooperation because releasing lethal models harms their interests. According to but Byrne, The government now needed to seize the moment and take the lead on new regulation, particularly if Trump’s Republicans lost control of Congress in the midterm elections to the Democrats. According to “I think the government is still caught in a dilemma between how to keep model access, given a capricious US president, and the safeguards that the industry itself now, Are essential.
former AISI chief scientist Geoffrey Irving warned that open-source AI models present immediate risks. Because open-source tools can be freely modified and rapidly catch up to proprietary models, Irving stated it is “very likely that open source models are already powerful enough to do serious damage,” pointing out that essential safety guardrails are often absent.
Meanwhile, expert testimony from Elena Simperl emphasized that AI already poses immediate, evidenced harms, including advanced cyber hacking capabilities and evidence indicating AI systems can be as addictive as social media platforms.
The debate extends to national defense strategy. Defense sources expressed alarm over the cancellation of the AI research program at the Defence Science and Technology Laboratory (Dstl) at Porton Down last year, calling the move shortsighted. In response, a Ministry of Defence spokesperson countered that AI is “transforming defence from industry to the battlefield and will play a decisive role in how we fight and defend,” highlighting a £400m investment in AI capabilities over four years to prepare for future warfare. With the last seven days looking like the week Westminster fully woke up to the warnings, and it has not taken long for these alarm bells to ring even louder.
Former cabinet secretary Gus O’Donnell urged ministers to balance safety measures with progress, warning against “the risk of being left behind.” Launching a report with Cognizant and the Global Government Forum, O’Donnell emphasized that there is a critical need for the UK to press forward effectively while establishing proper guardrails ahead of its upcoming G20 presidency.
