Lord Holmes of Richmond Portrait Lord Holmes of Richmond (Con)
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My Lords, it is a pleasure to take part on Second Reading; I declare my interests in financial services and technology, in Ecospend Ltd and Boston Ltd. There is a fundamental truth at the heart of our deliberations, both on Second Reading and as we progress to Committee: that is it is our data. There are no great large language models; perhaps it would be more appropriate to call them large data models —maybe then they would be more easily and quickly understood by more people. Ultimately, our data is going into AI for potentially positive and transformational purposes but only if there is consent, understanding, trustworthiness and a real connection between the purpose to which the AI is being put and those of us whose data is being put into the AI.

I am going to focus on four areas: one is data adequacy, which has already, understandably, been heavily mentioned; then AI, smart data and digital ID. I can probably compress everything I was going to say on the first subject by simply asking my noble friend the Minister: how will the Bill assure adequacy between the UK and the EU? It is quite a large Bill— as other noble Lords have commented—yet it still has a number of gaps that I am sure we will all be keen to fully fill in when we return in 2024. As already mentioned, AI is nothing without data, so what checks are being put in place for many of the suggestions throughout the Bill where AI is used to interrogate individuals’ data? Would it not be absolutely appropriate for there to be effective, clear, transparent labelling across all AI uses, not least in the public sector but across all public and private sector uses? Saying this almost feels like going off track from the Bill into AI considerations, but it seems impossible to consider the Bill without seeing how it is inextricably linked to AI and the pro-innovation AI White Paper published earlier this year. Does the Minister not agree? How much line-by-line analysis has been done of the Bill to ensure that there is coherence across the Government’s ambitions for AI and what is currently set out in this Bill?

On smart data, there are clearly extraordinary opportunities but they are not inevitabilities. To consider just one sector, the energy sector, to be able potentially to deploy customers’ data in real time—through their smart meters, for example—with potential to auto-shift in real time to the cheapest tariff, could be extraordinarily positive. But again, that is only if there is an understanding of how the consent mechanisms will work and how each citizen is enabled to understand that it is their data. There are potentially huge opportunities, not least to do something significant about the poverty premium, where all too often those who find themselves with the least are forced to pay the most, often for essential services such as energy. What are the Government doing in terms of looking at additional sectors for smart data deployment? What areas are the state activities? What areas of previous state activity are being considered for the deployment of smart data? What stage is that analysis at?

On digital ID, about which I have spoken a lot over previous years, again there are huge opportunities and possibilities. I welcome what is in the Bill around the potential use of digital ID in property transactions. This could be an extraordinarily positive development. What other areas are being looked at for potential digital ID usage? What stage is that analysis at? Also, is what is set out in the Bill coherent with other government work in other departments on digital ID? It seems that a lot has been done and there have been a number of efforts from various Administrations on digital ID, but we are yet to realise the prize it could bring.

I will ask my noble friend some questions in conclusion. First, how will the introduction of the SRI improve things compared with the data protection officer? Again, how will that impact on issues such as, but not limited to, adequacy? Similarly, linking back to artificial intelligence, a key principle—though not foolproof by any measure and certainly not a silver bullet, but important none the less—is the human in the loop. The Bill is currently some way short of a clear, effective definition and exposition of how meaningful human intervention, human involvement and human oversight will work where autonomous systems are at play. What are the Government’s plans to address that significant gap in the Bill as currently drafted?

I end where I began, with the simple truth that it is our data. Data has been described in various terms, not least as the new oil, but that definition gets us nowhere. It is so much more profound than that. Ultimately it is part of us and, when it is put together in combination, it gets so close to giving such a detailed, personal and almost complete picture of us—ultimately the digital twin, if you will. Are the Government content that the Bill does everything to respect and fully understand the need for everything to be seen as trustworthy, to be understood in terms of it being our data and our decision, and that we decide what data to deploy, for what purpose, to whom and for what time period? It is our data.