Stock Markets July 6, 2026 06:45 AM

FCA Review Urges Consideration of Regulating Large Language Models as General-Purpose AI

Regulator flags consumer reliance and concentration risks as firms expand AI into customer-facing financial services

By Caleb Monroe
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A senior Financial Conduct Authority official has called for a review to determine whether widely used large language models - including ChatGPT, Claude and Gemini - should fall inside the regulatory perimeter as they increasingly shape consumer financial choices. The review highlights rising consumer trust in these tools, growing deployment of AI by financial firms in customer-facing roles, and the operational risks from industry reliance on a small group of technology providers.

FCA Review Urges Consideration of Regulating Large Language Models as General-Purpose AI
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Key Points

  • More than a quarter of UK consumers report trusting large language models such as ChatGPT, Claude and Gemini for financial advice, despite limited awareness that protections for regulated financial services do not apply to these tools - impacting consumer-facing financial services and fintech platforms.
  • A survey cited in the review found 81% of financial firms globally are adopting AI in some form, with 40% at more advanced stages of scaling, and UK firms are increasingly using AI in customer-facing roles like complaints handling and investment guidance - affecting banks, asset managers, and fintechs.
  • The FCA recommends reviewing whether to "secure and adapt" the regulatory perimeter within three to six months, reflecting potential regulatory changes for technology providers and financial institutions that rely on general-purpose models.

Britain's financial regulator is urging a prompt reassessment of whether widely available large language models should be treated as general-purpose artificial intelligence that sits within regulatory oversight, a senior official said.

The Financial Conduct Authority's Executive Director, Sheldon Mills, told industry stakeholders that tools such as OpenAI's ChatGPT, Anthropic's Claude and Google's Gemini are playing an expanding role in consumer financial decision-making. Mills said that, given that trend, the FCA should examine the scale, nature and impact of those models - many of which currently operate outside the regulator's perimeter - and consider whether the perimeter should be "secured and adapted" within the next three to six months.

Mills' evaluation is part of a broader FCA review into how artificial intelligence affects the financial sector. The review notes a spectrum of risks regulators are confronting worldwide, from cyber and operational vulnerabilities linked to frontier AI models such as Anthropic's Mythos to the difficulties associated with agentic systems that can act with limited human oversight.

Highlighting consumer behaviour, the FCA's findings show that more than a quarter of UK consumers place trust in large language models for financial advice, despite a limited awareness that the consumer protections that apply to regulated financial services do not extend to interactions with these unregulated tools. The report identified widespread consumer use alongside a gap in understanding about regulatory safeguards.

The review also examined adoption trends within financial firms. A recent survey cited in the review found that 81% of financial firms globally are using AI at some level, and roughly 40% are at more advanced stages of scaling or transformation. While many of the current applications are concentrated in lower-risk, back-office functions, the FCA observed British firms increasingly deploying AI in roles that interface directly with customers, including complaint handling and investment guidance.

Mills warned that rapid, widespread adoption could leave firms dependent on a small number of technology providers for essential operational capabilities. Such common reliance - whether on the same large language models, cloud services or other technology infrastructure - could produce correlated behaviour, herding dynamics and common points of failure across the financial system, the review said.

Responding to the review's findings, Ashley Alder, Chair of the FCA, said: "We need to keep pace with a rapidly changing environment and the principles-based, outcomes focussed approach weve taken on AI".


Context for industry participants

  • Financial services firms should assess dependency risks tied to small numbers of AI and cloud providers, particularly as customer-facing use cases expand.
  • Consumer-facing deployments increase the potential for misaligned expectations about regulatory protection when users seek financial advice from models outside the regulatory perimeter.
  • The FCA is contemplating perimeter adjustments within a three- to six-month window to address these developments.

Risks

  • Concentration risk: Widespread reliance on a small number of AI models, cloud services or technology vendors could create correlated behaviour, herding and shared points of failure across the financial system - a risk for banking and market infrastructures.
  • Consumer protection gap: Significant numbers of consumers trust unregulated models for financial advice while remaining unaware that regulatory protections do not extend to those tools - a risk for retail financial services and consumer welfare.
  • Operational and cyber risks: Frontier models and agentic systems introduce cyber and operational vulnerabilities that regulators see as material for firms employing advanced AI capabilities - a concern for firms' operational resilience and third-party risk management.

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