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Data Center News > Blog > Global Market > The challenges that need to be solved to get AI done
Global Market

The challenges that need to be solved to get AI done

Last updated: February 4, 2025 8:09 am
Published February 4, 2025
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The challenges that need to be solved to get AI done
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Chris Coward, Director of Undertaking Administration at BCS, explains why overcoming energy constraints, workforce shortages, and provide chain pressures is vital to turning the Authorities’s visionary AI Alternatives Motion Plan into tangible outcomes.

The Authorities’s announcement final week of its AI Alternatives Motion Plan which commits to constructing a ‘cutting-edge, safe, and sustainable AI infrastructure’ has been met with a blended response from the sectors that shall be chargeable for delivering it and who perceive first- hand the challenges concerned.

I don’t assume many individuals doubt that there are probably nice alternatives on account of AI. The announcement quotes IMF estimates that its use might enhance productiveness by 1.5 proportion factors yearly while Ministers estimate this might present an financial enhance of £47 billion to the UK every year over the subsequent decade.

Reassuringly the federal government report does begin with a bit entitled “Laying The Foundations to Allow AI’ which recognises that we want a world-class computing and knowledge infrastructure, entry to expertise and regulation.

However the query is how will we get there? 

The necessity for a greater planning system

The report is swift to handle the problems round planning permission with the creation of AI progress zones (AIGZ) – geographic areas the place restrictions shall be relaxed on planning for AI infrastructure, equivalent to knowledge centres.

Hopefully that is just like the SPZ, a simplified planning zone that applies throughout most of Slough Buying and selling Property which has been very profitable. It units out a spread of circumstances that need to be met so that some kinds of improvement, principally knowledge centres, warehouses and analysis and improvement centres, may be constructed with out the necessity to apply for a person planning permission. That is implausible information and can undoubtedly assist speed up this side of the event course of with out pointless delays.

Nevertheless, while planning permission has been an impediment within the progress of the sector in some circumstances – the true points are round energy availability, a scarcity of individuals and provide chain points.

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It’s early days for giant AI guarantees

To present some context, the doc outlines plans for a devoted 500 MW knowledge centre for public organisation use alone – thereby suggesting {that a} a lot larger variety of these devoted AI 500MW knowledge centres shall be wanted to service the personal sector. But up to now there isn’t a point out of a plan to help the development and manufacturing industries to satisfy the substantial progress of the information centre trade throughout the UK that this may entail.

There may be in fact a suggestion that that is all in hand with three firms which have supposedly ‘dedicated to a £14 billion funding within the UK to construct the AI infrastructure the UK must harness the potential of this expertise and ship 13,250 jobs throughout the UK’. That is maybe a bit disingenuous as these initiatives had been conceptualised nicely earlier than this announcement with a view to assembly the earlier demand and never essentially for AI. 

Whereas these initiatives are wonderful in idea, the services have made minimal progress past their preliminary phases. Given the present tempo of improvement, it appears extremely unlikely that they are going to be accomplished by the 2026 goal as initially acknowledged.

Folks shall be key to enabling the AI revolution

There may be additionally a bit within the plan that covers ‘Coaching, attracting and retaining the subsequent technology of AI scientists and founders’ however right here there isn’t a point out of the information centre designers, engineers, mission managers and price managers that shall be wanted too. The abilities scarcity within the sector has been nicely documented and the shift in direction of AI is already placing an additional pressure on this.  

If we assume we want 500 folks per £1 billion of digital infrastructure you can begin to see the extent of the problem. And this doesn’t embrace the operations workers.

How can we energy the way forward for AI?

AI knowledge centres are power-intensive by nature, primarily as a result of excessive computational calls for of AI workloads. These computational sources eat massive quantities of electrical energy, pushed not solely by the necessity to energy the servers but in addition by the cooling methods required to take care of optimum working temperatures. The expansion in demand for knowledge centre providers that we have now witnessed within the wake of the continued digital transformation has already posed a serious problem by way of the resourcing and use of energy – and that was earlier than the main drive in direction of AI.

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In our latest unbiased survey of over 3000 senior knowledge centre professionals, 85% consider that the tempo of widespread adoption of AI is presently being restricted by the dearth of obtainable energy and services tailor-made for AI workloads. Within the UK, the long-awaited improve within the UK’s electrical capability isn’t due till 2030 and alternate options are complicated and expensive.

Failure to discover a resolution could be a limiting issue as Amazon chief Andy Jassy warned final yr that there was “not sufficient vitality proper now” to run new generative AI providers. Discussions round a nuclear resolution have been round for years however the security considerations, whether or not based, proceed to forestall wholescale uptake. Nevertheless, it needs to be famous that earlier final yr Microsoft appointed a director of nuclear applied sciences after asserting that it was recruiting to “implement a world small modular reactor and microreactor” technique to energy knowledge centres.

Innovation is essential to tackling energy points in the long run. Applied sciences like liquid cooling, modular knowledge centres, and synthetic intelligence-driven vitality administration methods might dramatically enhance effectivity. Moreover, partnerships between knowledge centre operators and vitality suppliers might pave the way in which for smarter, extra resilient vitality ecosystems.

Shifting ahead the answer could be to bypass the grid by constructing microgrids, the place attainable utilizing renewable vitality. Nevertheless, the UK Authorities should play a extra proactive function in addressing these energy challenges.

The trade continues to analysis new options

AI is already altering the way in which we design knowledge centres because it requires way more processing energy than customary computing which in flip wants extra energy and cooling. Information centre designs are additionally altering to make sure they will adapt to incorporate liquid cooling to handle the upper density. For present services this may occasionally imply adapting present chilled water implementations to take care of AI together with air cooled, direct to chip and immersed options. 

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It’s price noting that among the gear wanted to ship this is probably not extensively accessible as but as it’s nonetheless within the R&D part. Whether it is, it could not have been sufficiently evaluated to satisfy SLAs required of the Hyperscale builders.

The necessity for a strong provide chain and a steady building trade

On the very least there’ll must be appreciable funding in these areas to make sure we will ship. The UK building market has been affected by quite a few challenges together with the elevated prices related to mounted value dangers taken earlier than excessive inflation and covid debt, and the Authorities tax will increase affecting funding and revenue. As well as, the fallout from the collapse of ISG left an enormous gap out there with over £1 billion in money owed and comprehensible belief points. In easy phrases it’s not in an ideal place.

I consider the trade wants a market reset, one which prioritises the long-term progress and sustainability of normal contractors. This reset ought to deal with fostering sustainable income, encouraging early engagement with the provision chain, and selling higher collaboration with shoppers. Workforce improvement is a should and requires a deal with coaching linking in with schools and universities and authorities help.

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Contents
The necessity for a greater planning systemIt’s early days for giant AI guaranteesFolks shall be key to enabling the AI revolutionHow can we energy the way forward for AI?The trade continues to analysis new optionsThe necessity for a strong provide chain and a steady building trade
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