A growing sense of urgency has gripped the Labour government regarding the rapid evolution of artificial intelligence, with senior figures identifying the technology as a primary source of national anxiety. During the recent Labour conference, party members and ministers gathered to celebrate recent electoral successes, yet discussions behind the scenes revealed deep concern over the unchecked proliferation of powerful AI systems. 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. 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. 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. “There are bigger, more immediate risks that AI technology is posing now and are actually evidenced, like hacking and signs that AI can be as addictive as social media,” Simperl said.
One cabinet minister, who does not hold a technology-specific brief, disclosed that the potential for out-of-control AI keeps them awake at night. The official clarified that the fear is not rooted in science-fiction scenarios involving killer robots, but rather in the grave risk of immense, super-intelligent capabilities falling into the hands of malicious actors. There is also a mounting sense that the government is failing to match public apprehension regarding AI safety, creating a critical need for faster policy responses. Too many of them had drunk the tech-bro Kool-Aid,” he said, under the last lot. Now they too have got to navigate the White House. Launching a Global Government Forum report on AI with the tech firm Cognizant, O’Donnell told: “There is a big need to get it better and to really push on. 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.
Ed Miliband, speaking at the conference, delivered a stern warning about the daunting dangers posed by the sector. He emphasized that the government must ensure corporate profits from AI development do not come at the cost of public safety, children’s welfare, or broader humanity. Those things, plus the security services issuing their warning, that is what has changed the weather on this.”. 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.
This political alarm has manifested in a flurry of recent government action. AI Minister Kanishka Narayan stated on Monday that it is likely, if not inevitable, that rogue agents will attempt to breach the British state’s security. Consequently, the government is looking to bolster upcoming cybersecurity legislation to address these vulnerabilities. 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.
By Tuesday, the topic took center stage at a cabinet meeting. MI5 director general Ken McCallum warned that AI is effectively supercharging the competitive landscape between attackers and defenders. He highlighted that the most significant threat stems from extremist groups potentially utilizing the technology to engineer and deploy bioweapons capable of causing widespread disease and death. In the wake of cybersecurity, as models become more powerful and therefore capable of designing novel bio-harms – although experts suggest there is a gap between designing dangerous pathogens and weaponising them, the business committee heard this week that AI-enabled bioweapons could become the next serious threat to manifest itself.
Liam Byrne, chair of the business, innovation, science, and trade committee, suggested that the transition from Keir Starmer’s leadership to Andy Burnham’s administration has fundamentally altered the approach to AI protection. Byrne argued that previous leadership had been too focused on the industry’s own narrative, whereas current efforts are shifting toward stricter oversight. It’s make-your-mind-up time, I would say,” Byrne said.
The parliamentary committee has been actively examining the issue, holding hearings with civil service leaders and executives from major tech firms including OpenAI, Anthropic, DeepMind, and Meta. Discussions have highlighted divisions over whether the government should independently test new foundational models. Byrne indicated that his committee is pressuring for deeper international cooperation, particularly with the US, to monitor and regulate emerging systems. 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.
The landscape is complicated by the geopolitical climate, with reports that the Trump administration has previously urged AI companies to restrict sharing advanced models with British counterparts. Lawmakers are now navigating the dilemma of maintaining access to cutting-edge technology while enforcing essential safety guardrails. Byrne noted that this is a critical juncture where the government must act in the national interest. 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.
Experts like Geoffrey Irving, former chief scientist at the AI Safety Institute (AISI), support the increased Whitehall scrutiny. He warned that open-source AI models are becoming increasingly powerful, with the potential to reach the capability levels of major commercial products from companies like OpenAI and Anthropic in the near future. While these tools could cause immediate disruption, safety guardrails for such open technologies remain largely non-existent. He added, safety guardrails “either don’t exist or can be trivially removed” from open source models.
Within the defense sector, concerns have been raised regarding the cancellation of the AI program at the Defence Science and Technology Laboratory (Dstl) in Porton Down, with some critics viewing the decision as shortsighted. However, an Ministry of Defence spokesperson countered that AI remains central to modern warfare. The department highlighted a £400 million investment earmarked for AI-focused capabilities over the next four years, intended to integrate the technology across all defense workstreams rather than isolating it as a singular, standalone program.
Ultimately, former cabinet secretary Gus O’Donnell noted that the UK’s upcoming G20 presidency serves as a pivotal opportunity to drive global action. He emphasized that the administration must balance the development of effective regulatory guardrails with the need to prevent the nation from being left behind in the rapidly advancing global tech race.
