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UK Startups and Innovation
22OCT

Narayan and Harms split on sovereignty

2 min read
16:30UTC

AI minister Kanishka Narayan told City A.M. Britain wants "global AI leadership, not Silicon Valley emulation". Quantexa's John Harms answered that hardware without governance control is lock-in with extra steps.

TechnologyDeveloping
Key takeaway

Narayan measures sovereignty in machines; Harms measures it in exit rights from a contract.

AI minister Kanishka Narayan told City A.M. on Wednesday 15 July that Britain is pursuing "global AI leadership, not Silicon Valley emulation", and that domestic capability would let the country "shape our own destiny" rather than depend on overseas providers⁠1. John Harms of Quantexa, the British data-analytics company whose software banks use to trace networks of accounts, answered in the same piece that sovereignty requires governance control and data portability, and that hardware location without either amounts to vendor lock-in with extra steps.

Harms is describing a specific failure mode, not a rhetorical one. A dataset held on a server in Slough, processed on chips a foreign firm allocates, under model weights licensed on terms the licensor can revise, is British in geography and nobody's in practice. Portability is the test he proposes: can the customer take the data and the trained artefacts somewhere else, at what notice, and at what cost? Locate the machines wherever you like, the answer to that question is written into the contract.

This week's evidence sits closer to Harms than to the minister. Compute and laboratory access for the country's most-discussed materials company now run through Nvidia, Applied Materials and Tokyo Electron, and the British state's contribution to the round is a minority ticket with no board seat behind it. The Bank's own data recorded AI capturing a record 44% of UK equity value, so the capital is certainly here; the ownership of the layer underneath it is what neither side disputed on the record.

Deep Analysis

In plain English

Britain's AI minister, Kanishka Narayan, told the newspaper City A.M. that the UK should aim to lead globally in AI rather than copy Silicon Valley's approach. John Harms, an executive at the British data-analytics firm Quantexa, responded in the same article that simply having AI hardware based in Britain does not make Britain sovereign over its own AI if a foreign company still controls how the technology works and whether customers can take their data elsewhere. Narayan and Harms disagree about what counts as independence. Britain can own the building the computer sits in, which is one kind of control. Harms means a second kind: switching supplier, moving data and renegotiating terms without being trapped. His argument is that Britain has focused on the first and largely ignored the second, and this week's own government-linked investment into CuspAI, a small stake with no governance role attached, is an example of exactly that gap.

Deep Analysis
Root Causes

The disagreement comes from two different definitions of sovereignty. Kanishka Narayan locates sovereignty geographically and industrially, in where compute, hardware and capital sit. Harms's version is contractual: who can move data and trained models, and on what notice, once a deal is signed.

The government's public commitments referenced in this debate, the Sovereign AI Fund's equity cheques and the Hardware Plan's capacity spending, are built around the first definition, which is why a governance-focused critique like Harms's lands as a genuine rather than diplomatic objection.

What could happen next?
  • Meaning

    The government's sovereignty programmes so far measure success in capital deployed and hardware sited, not in governance rights secured for the state or for customers.

  • Risk

    If governance and portability terms are never made part of future state investments, Harms's critique will keep applying to each new cheque the Sovereign AI Unit writes.

First Reported In

Update #12 · CuspAI pools 45 partners' labs and compute

Fortune· 22 Jul 2026
Read original →
Causes and effects
This Event
Narayan and Harms split on sovereignty
The disagreement is about what sovereignty is measured in: where the machines sit, or who controls the governance and can move the data out.
Different Perspectives
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Written with AI from Lowdown's published reporting. Not individually reviewed by an editor. Editorial standards.