Five glosses on Andy Burnham’s big speech

The leading candidate to replace Keir Starmer as the UK’s next Prime Minister, Andy Burnham, gave a speech on Monday in which he laid out his proposed governing plan. There was a lot in the speech – lots of politics, some immediate priorities, but also a lot more policy than many commentators were expecting. This piece is not a systematic review of the speech, and I won’t touch on the proposals for institutional change, as exemplified by the announcement of No 10 North. Instead, here are some of my reflections prompted by a few key passages, focusing on my interests of innovation, universities, industrial strategy, and regional economic growth.

Bottom up growth:

“It is time for Whitehall to accept that growth cannot be ordered from the top down. Instead, it can only be nurtured from the bottom up … It comes from running sound finances as we have done here in Greater Manchester, which in turn gives businesses the stability and the confidence to invest, increasing their productivity and adoption of new technology. It comes from placing our universities at the heart of local economies, as all the mayors do, and bringing the innovation-lead approach through start-ups and scale-ups.”

This is the central statement of Burnham’s economic thinking – we need economic growth, growth comes from improvements in productivity, & productivity growth is achieved by businesses investing and adopting new technology, and new businesses starting up and scaling. The argument is that this is most effectively encouraged at the level of a place, archetypically a city-region like Greater Manchester.

The singling out of the role of universities is interesting here. This is in part out of necessity – in England’s big cities in the Midlands and the North, in Belfast, Cardiff and Glasgow, universities remain as some of the few really sizeable public institutions with the scale and agency to make a difference. The question remains as to the degree to which universities, as autonomous bodies with a complex variety of missions, embrace this role “at the heart of local economies”. The University of Manchester, together with other GM universities like Salford and Manchester Metropolitan, have done this very consciously, but there are tensions here, both with the aspirations of universities to see themselves competing on an international stage, and with the very real financial pressures that most universities are struggling with. I think it’s an important moment for university leaders to seek to articulate and develop their contribution to their communities in the broadest terms, while stressing the positive benefits of the national and international dimensions of their mission to their cities.

Different kinds of places:
Seeing the positives in all places and there are positives in all places, in all postcodes across this United Kingdom. Let’s always remember that.
Powers for our rural economies to address issues specific to them like inadequate transport.
Powers for areas undergoing industrial transition like Port Talbot, Scunthorpe and Aberdeen.
Powers for our proud coastal towns to reimagine themselves for the 21st century.
And yes, more powers for London too over education and housing so that London can do more for itself and remain the world’s greatest capital city.”

This passage tackles a really important point of tension in the argument for place-based economic development head-on. There is an economic argument for putting investment in the places where it brings the greatest return, which is a natural underpinning of the Treasury world-view. In practise, this has been used as an argument for focusing investment on London and the Southeast (and, now, perhaps with some reluctant acknowledgement that investment in Manchester could yield returns).

Even amongst policy thinkers more disposed to regional rebalancing, there’s a fear of “jam-spreading” – dividing up limiting resources so much that the investments in any single place are too small to make an impact. In many places, the result of many years of centralisation and the starving of local government is that institutional capacity to drive place-based economic development is lacking.

But the politics here is difficult – at a time when our political instability has been ascribed to the “revenge of places that don’t matter”, it’s not helpful to say to people in Blackpool or Burnley, “sorry, there’s nothing for you, because we need the resource to redevelop Ancoats”. Burnham has himself talked about the “Makerfield test”, and a big feature of his Mayoralty has been the need to spread the economic success of central Manchester to outlying boroughs like Rochdale, Oldham and Wigan. Burnham nails his colours to the mast with his slogan “Good growth in every postcode.”

A formula that I think is due to Diane Coyle is perhaps helpful here: “You can’t do everything everywhere, but you need to do something everywhere”. A good first step is to recognise that different kinds of places have different problems; to misquote Tolstoy, all prosperous places are the same, but every poor place is poor in a different way. A distinction that I’ve found helpful is between underperforming core cities, deindustrialised towns, and rural and coastal peripheries.

Burnham frames the issue in a positive way, arguing that there is potential everywhere; to put this in the language of economics, everywhere has some area of comparative advantage, even if it has no area of absolute advantage.

The examples Burnham chooses are interesting. One obvious point is that Aberdeen & Port Talbot are in devolved nations, and the governments of Scotland and Wales have their own views and their own traditions about regional economic development. Burnham’s comments about seeking a more collaborative style of politics will need to have an early application in relations with the nationalist parties running our devolved nations.

A further point about Aberdeen is that the industrial transition Burnham refers to is, of course, the long-term decline of the North Sea oil and gas industry since its peak in output in the early 2000s. The transition to low carbon energy isn’t explicitly mentioned by Burnham, but it is going to be a major backdrop of politics for the next decade.

Finally, the politics of being positive about London are obvious – but there are some interesting economic lessons there too. London has a very high level of productivity, and its success is crucial for the economic health and public finances of the nation as a whole. But the rate of productivity growth has stalled in recent years – in fact, the narrowing of the economic gap between London and Manchester is as much a story of London’s progress slowing as Manchester’s accelerating. Part of this issue must be the falling productivity of the financial services industry since the Global Financial Crisis.

So there is an element of industrial transition in London’s story too – a move from financial services to wider knowledge intensive services, including in areas like artificial intelligence and life science. Here there are some stories of successful place-based industrial strategy. Tom Forth & I have shown that heavy investment in public sector R&D in London is now bearing fruit with big increase in private sector R&D. The Kings Cross area is now the outstanding example of an urban “Innovation District”. Here publicly funded institutions like the Crick Institute, the British Library, the Turing Institute, and the headquarters of ARIA, coexist with anchor private sector tenants like Google DeepMind, and supported by a flourishing network of support businesses such as Venture Capital. This all exists in an extensive modern real estate development, with attractive public realm and outstanding public transport links. Similar developments are in hand in White City and the Olympic Legacy Park – place-based industrial strategy does work.

On reindustrialization:
We will support every region to set clear and credible industrial ambitions and provide the support to achieve them, encouraging more cross-UK partnership between places with complementary industrial clusters, as Cambridge and Manchester have done on life sciences. We will consolidate public and private investment at a place-based level and help all areas establish good growth funds as we have done here in Greater Manchester. We are such an inventive country and going forward we can be the world’s leading innovation nation. This is the key to higher growth and I want more world-beating British manufacturers and service providers at the frontier of new technology and exporting to the world. I will back our scientists, technologists, entrepreneurs and creatives as I have done here and show how Britain will be the innovation nation of the next decade.

Burnham talks a lot about re-industrialization. Is this just a doomed nostalgic call for a return to coal mines, steel furnaces, and cotton mills? I don’t think so. It’s significant that Burnham talks about both manufacturers and service providers, and stresses exporting to the world. So in my understanding of “reindustrialisation”, one isn’t just talking about manufacturing, important though I think that is. The key point is to support and grow regional businesses that produce tradable goods and services. This is important in economic terms – these are the activities that bring money into communities. But I suspect that it’s also important in that it gives communities a sense of purpose, a sense that they too are contributing to the nation more widely,

The practical steps here are for places to produce a clear and credible local industrial strategy. Again, there is a tension here as the boundaries of industry clusters don’t always coincide with the political boundaries of city-regions, and supply chains are usually national or international. There does need to be a national dimension to industrial strategy. Part of this can be driven by region to region collaborations – of which the Cambridge-Manchester partnership is an important example that has clearly made an impression on Burnham in his time as Mayor.

On reshoring:
We need to safeguard sovereign manufacturing and production capability across the country in critical sectors like steel, defense, energy, food and farming rather than just being prepared to let it go as we have sadly done in the past.

This is a brief section, but an important one, as it recognises that industrial capacity isn’t just a question of economics, but is crucial to national security. Steel of course is highly politically salient at the moment, and with the Ministry of Defence having taken over Sheffield Forgemasters under the last government a precedent has been set, with more focus on defence manufacturing capacity inevitably to follow. The gas price spike that coincided with the invasion of Ukraine demonstrated the UK’s vulnerability as an energy importer, leading both to an inflation spike and to a big hit to the government’s debt position. I wonder whether we will be seeing the transition to low carbon energy being framed more in terms of security than net zero in coming years.

The inclusion of food and farming as critical sectors is interesting; some may see this as a political gesture to rural communities. In fact it may be as much an acknowledgement of the new geopolitics, where global supplies are threatened by climate change and access to food exports are used as a weapon.

This isn’t an exhaustive list, and there will undoubtedly be suggestions of other critical sectors. One could point, for example, to the chemicals sector, underpinning production in many different sectors, still important for the UK economy, though struggling, and of particular regional importance in the North of England. Semiconductors, perhaps the most important industry of the 21st century, is one area that we did “let go”, with the exception of a few niche areas.

Discussions of sovereign manufacturing and production capability do need, however, to confront the difficult questions of ownership and control. We’ve had several decades where governments have been immensely relaxed about the sale of productive assets into overseas ownership, to the extent of celebrating such acquisitions as “a vote of confidence in the UK”, and there are certainly examples where such overseas ownership has been beneficial, through better management and closer incorporation into global supply chains. But overseas ownership leads UK governments with fewer levers for aligning the strategic decisions firms make with national priorities.

On further and higher education:
We need a complete rethink of how we support the next generation to succeed and it has to start with the education system. The days of a school system configured entirely around the university route will be brought to an end. University is great for those who want it. But when are we going to focus on the life chances of those kids who want something different? When the country hasn’t done that for a long, long time. People have argued over many years for an education system based on par between academic and technical and that is what we will build. Giving every young person growing up here a clear path into a reindustrialized Britain.

No-one who has followed Burnham’s most recent priorities as Mayor will be surprised at this. Some of my old friends and colleagues in the HE sector will be uneasy about this direction, and we certainly need to avoid false polarity of university vs vocational education (given that about half of university students are doing directly vocational degrees, e.g. in business studies, health related professions, engineering & computer science). Burnham has been a big champion of the FE sector, which has undoubtedly been starved of funding and respect over the last decade and a half.

One aspect of technical education that Burnham has emphasised is the important of working with the private sector to provide training placements for young people. He regards GM’s success in increasing the number of placements as a key positive outcome of its partnership approach to the private sector, and he hinted at a quid-pro-quo for British firms, being favoured in government procurement, in return for more involvement in training.

Final words

None of this represents new thinking, and the surprise of many national commentators at being confronted with this ambitious policy agenda seems a little baffling to me given what Burnham has been saying and writing since he became GM Mayor, as well as its wider history in policy debates.

There’s much wider support for this line of argument; from the academic world there’s been important work from the University of Manchester’s Phillip McCann, MIT’s Anna Stansbury, and, with a focus on skills and institutional aspects, Andy Westwood. This highly incomplete list is brought up to date with eg two papers from The Productivity Institute on Manchesterism, here and here, and there’s a nice summary of recent work from the University of Birmingham’s Rebecca Riley.

For more direct attempts to influence policy, there was the 2017 Sheffield/Manchester Industrial Strategy Commission, the 2020 UK2070 Commission, and some aspects of the Resolution Foundation’s Economy 2030 inquiry.

Perhaps even more influential has been the one-man think tank that is Tom Forth, who has been an indefatigable proponent of regional devolution. I wouldn’t be human without mentioning my own efforts on this blog and elsewhere, for example here.

A nice reflection of Burnham’s engagement with this body of work can be seen in an appearance he made a few months ago at Cambridge University’s Bennett Institute of Public Policy, where he was in conversation with the economist Diane Coyle. In reply to the question, “How do you account for Manchester’s economic success?”, he replied “We just did what you told us to do, Diane”. This was not just flattery; Diane Coyle was one of the key contributors to two important economic reports that have guided strategy in Greater Manchester, the 2009 Independent Economic Review, and the 2019 Independent Prosperity Review. This underlines the importance of evidence and external input in guiding GM’s economic strategy, which goes back well before Burnham’s time as Mayor. Greater Manchester has never “had enough of experts”.

There’s also been serious thinking about regional economic growth in both main political parties. For the Conservatives, Michael Heseltine’s 2012 paper – No Stone Unturned called for “reversing a century of centralisation”, while, in Theresa May’s government, Greg Clark’s Industrial Strategy White Paper had kicked off a process of co-creating Regional Industrial Strategies, working with the Mayoral Combined Authorities set up by George Osborne’s “devo deals”. This process lost momentum after May resigned, and was finally killed off by Kwasi Kwarteng. Under the Johnson government, Michael Gove’s 2022 Levelling Up White Paper set a mission that: “By 2030, every part of England that wants one will have a devolution deal with powers at or approaching the highest level of devolution and a simplified, long-term funding settlement”. Once again, another change in Prime Minister, in the form of Liz Truss’s brief tenure, led to a loss of momentum.

Meanwhile, in the Labour Party, Gordon Brown’s 2022 “Commission on the UK’s future”, remarked on “an unreformed, over-centralised way of governing that leaves millions of people complaining they are neglected, ignored, and invisible, all too often left to feel as if they are treated as second class citizens in their own country” and complained that “when we should be unleashing the potential for growth and opportunity in every part of our country, the continuing over-concentration of power in Westminster and Whitehall is undermining our ability to deliver growth and prosperity for the whole country.”

The Labour Party campaigned in the 2024 election on a manifesto that promised “good jobs and productivity growth in every part of the country making everyone, not just a few, better off.” The 2024 English Devolution White Paper, and the 2025 Industrial Strategy White Paper – offered a serious programme for government to decentralise power in England, and to implement an industrial strategy with a significant local and regional dimension.

What’s different now? I think it’s clear that Burnham intends to put this agenda at the centre of his government and to implement it consistently, and he has shown that he can effectively communicate it. There are many practical difficulties, and some serious global headwinds, so success is not guaranteed. But, what is certain, though, is that whatever else we’ve been doing for the last fifteen years, it hasn’t worked.

How Sheffield became Steel City

For the first time for several decades, there are grounds for optimism about the future of Sheffield’s steel industry (very much reduced in scale though it now is). Sheffield Forgemasters (now UK state owned) is building a major new facility, and Special Melted Products (with an infusion of Taiwanese capital) is also expanding. This isn’t about the standard grades of steel for use in construction – the expansion is to meet demand for specialised forgings from speciality steels and other alloys, driven by applications in defense, aerospace, civil nuclear and energy, and influenced by a new focus on UK national resilience and industrial capacity. This gives me a pretext to republish this piece I wrote nearly ten years ago about the history of the steel industry in Sheffield – and the valuable lessons this history can teach us about innovation.

As someone interested in the history of innovation, I take great pleasure in seeing the many tangible reminders of the industrial revolution that are to be found where I live and work, in North Derbyshire and Sheffield. I get the impression that academics are sometimes a little snooty about local history, seeing it as the domain of amateurs and enthusiasts. If so, this would be a pity, because a deeper understanding of the histories of particular places could be helpful in providing some tests of, and illustrations for, the grand theories that are the currency of academics. I’ve recently read the late David Hey’s excellent “History of Sheffield”, and this prompted these reflections on what we can learn about the history of innovation from the example of this city, which became so famous for its steel industries. What can we learn from the rise (and fall) of steel in Sheffield?

Continue reading “How Sheffield became Steel City”

The place of UK business in the global R&D scoreboard

My last post looked at the growth in UK government support for R&D over the last decade. But if we are interested in restoring economic growth (as we should be, given the ongoing economic stagnation that the UK has been suffering), it’s R&D carried out by businesses that is more immediately relevant in terms of its direct effect on productivity growth, through the development of new, high value goods and services, and through making existing processes more efficient.  This post takes a look at R&D done by UK-owned businesses, taking a snapshot in the year 2024.

First, I’ll pose two similar-looking questions.  First, how much R&D do UK-owned businesses do?  Second, how much R&D is done by businesses in the UK?

The best answer we have to the first question – how much R&D do UK-owned businesses do? – is £32.1 billion.  This comes from the EU R&D scoreboard, which uses publicly available data to list and rank the world’s top 2000 R&D performing companies.  According to the scoreboard, the world total of business spending on R&D from these 2000 companies in 2024 was £1.2 trillion, so the share of this total done by UK companies is about 2.7%.

For the second question – how much R&D is done by businesses in the UK? – we turn to the ONS’s survey of Business Enterprise R&D, the BERD survey.  For 2024, this gives a total business R&D spend of £55.6 billion.

Continue reading “The place of UK business in the global R&D scoreboard”

Rock climbing and the economics of innovation (revisited)

The rock-climber Alex Honnold is in the news again, thanks to his live, televised ascent of a skyscraper in Taiwan.  This gives me an excuse to recycle this post from October 2019.  Here I explain that just because Honnold climbs without a rope, that doesn’t mean that his achievement doesn’t rely on technological progress over many decades, contrary to the claim of a well-known economist.

The rock climber Alex Honnold’s free, solo ascent of El Capitan is inspirational in many ways. For economist John Cochrane, watching the film of the ascent has prompted a blogpost: “What the success of rock climbing tells us about economic growth”. He concludes that “Free Solo is a great example of the expansion of ability, driven purely by advances in knowledge, untethered from machines.” As an amateur in both rock climbing and innovation theory, I can’t resist some comments of my own. I think it’s all a bit more complicated than Cochrane thinks. In particular his argument that Honnold’s success tells us that knowledge – and the widespread communication of knowledge – is more important than new technology in driving economic growth doesn’t really stand up.

The film “Free Solo” shows Honnold’s 2017 ascent of the 3000 ft cliff El Capitan, in the Yosemite Valley, California. The climb was done free (i.e. without the use of artificial aids like pegs to make progress), and solo – without ropes or any other aids to safety. How come, Cochrane asks, rock climbers have got so much better at climbing since El Cap’s first ascent in 1958, which took 47 days, done with “siege tactics” and every artificial aid available at the time? “There is essentially no technology involved. OK, Honnold wears modern climbing boots, which have very sticky rubber. But that’s about it. And reasonably sticky rubber has been around for a hundred years or so too.”

Hold on a moment here – no technology? I don’t think the history of climbing really bears this out. Even the exception that Cochrane allows, sticky rubber boots, is more complicated than he thinks. Continue reading “Rock climbing and the economics of innovation (revisited)”

Anglofuturism and the Shock of the Old

As the UK endures the second decade of its crisis of economic stagnation, a loose group of commentators, activists and think-tanks have emerged to argue that this stagnation isn’t inevitable, and to call for more houses and infrastructure to be built, for energy to be cheaper and more abundant, and for a restoration of the technological optimism of earlier times.  It’s not an entirely homogenous movement – some call themselves “Anglofuturists”, others organise under the banners of “progress” and “abundance”.  As I wrote a year ago in my piece “Taking Anglofuturism seriously”, I am sympathetic to some of the goals of this movement. I agree that our economic stagnation isn’t inevitable and that the UK’s physical infrastructure needs upgrading, I regret the failure of recent new nuclear build plans, and I think that technological innovation is a key driver of productivity growth.  Yet to me there seems to be a gap in the movement between willing the ends and identifying the means, with the suggested remedy all too often coming down simply to calls to deregulate more and reform the planning laws.

There is perhaps a lesson from history here, emphasised by some comments the historian David Edgerton made in a podcast last week.  The kind of nation that Anglofuturists call for looks rather like what was delivered by post-war British governments between 1950 and 1980.  Then, the UK was one of the most R&D intensive economies in the world, with a cross-party consensus that technological innovation would deliver economic growth.  Despite persistent national soul-searching about a ruling-class trained in the humanities, a number of scientists and engineers rose to powerful and influential positions.  The world’s first nuclear power station was designed and built in just four years, following which there was a large-scale roll out of nuclear power stations. A national capability for launching satellites was developed (and subsequently abandoned).  This period saw the construction of most of our current motorway network, and, as my plot shows, new houses were built at a rate that has never since been matched.  In this sense there is a certain retro quality to Anglofuturism, a harking back to a time when the UK seemed to look to the future with technological self-confidence.

Continue reading “Anglofuturism and the Shock of the Old”

Putting fusion power on the UK grid

The UK government has a very ambitious plan for nuclear fusion, which I don’t think is widely enough known about.  The plan is to build a pilot nuclear fusion plant able to deliver electrical power to the grid by 2040 – the Spherical Tokamak for Energy Production (STEP).  The project was launched in 2019, and the current government has guaranteed funding for it at the very significant level of £500m a year for five years. 

At a time when many people from different political positions agree that a big problem of the UK state is its inability to deliver big projects, this is a huge investment to build state technological capacity.  

This post is a brief introduction to the STEP project.  Nuclear fusion does generate some reflexive scepticism – we all know the jokes: “it’s twenty years in the future, and always will be”. I want to get beyond that, while still being realistic about the huge challenges this programme faces. I’ll describe some of the technological and engineering issues, and the approaches being proposed to overcome them.

Continue reading “Putting fusion power on the UK grid”

The Year in Soft Machines

The Soft Machines blog has been going for more than twenty years, I’m astonished to say. It’s good to see a substantial increase in the number of readers in 2025’s later months – no doubt helped by the fact that, with a bit more time on my hands, I’ve been writing a bit more regularly. For the benefit of new readers and old, here’s a review of some of the year’s posts, set in the context of some of this blog’s recurring themes.

The UK’s productivity and economic growth problem

The UK’s continuing economic stagnation remains a continual preoccupation, unfortunately. A recent post presents the most recent data for GDP per capita, showing that the country is around 30% worse off than if the pre-2008 trend had continued. Such a dramatic change in economic fortunes must have a cause – or causes. Stating what should be obvious, but doesn’t seem to be, to many commentators, I insist that the causes must precede the big break in 2008, and that there may be long lags between cause and effect. But one can always make things worse with subsequent bad decisions.

The UK’s continuing economic growth crisis

Fundamentally, our economic problems are problems of productivity growth – or lack of it. I’ve been writing about this for about a decade, with a post from earlier in the year summarising some of the arguments:

Ten Years of Banging on about Productivity

Why does this matter? From the government’s perspective, projections of future productivity growth make a big difference to how much public spending can grow or how much taxes have to rise to keep the government within its fiscal rules. The role of the Office of Budgetary Responsibility in making forecasts is key here, but its record in predicting future productivity growth is frankly risible, as I discussed in the context of the Spring Statement:

Why productivity growth is important – Spring Statement 2025 Edition

Productivity and GDP per capita are technical concepts, so it might be thought that these issues aren’t relevant to people’s everyday lives. Nothing could be further from the truth – the slowdown in productivity is directly reflected in peoples’ earnings, shown dramatically in this plot from:

The End of Wage Growth in the UK

Average real weekly UK wages. Green: Composite Average Weekly Earnings series, corrected for inflation using consumer prices index. Thomas, R and Dimsdale, N (2017) “A Millennium of UK Data”, Bank of England OBRA dataset. Brown: ONS, Real Average Weekly Earnings, total pay, using CPI (seasonally adjusted). 18/2/2025 release.

Everything that’s wrong with politics and economics in the UK can be traced back to stagnating productivity.

Towards economic growth, energy and progress

Is this economic stagnation inevitable? I don’t think so – I believe it to be the result of policy choices the country has made, and different choices are possible. I welcome a growing movement of commentators and think-tanks exploring concrete policy ideas to break the stagnation, though I don’t always agree with their priorities. At the end of last year, I wrote what I hope comes across as a sympathetic critique of one strand of thought –

Taking Anglofuturism Seriously

One theme that is at the centre of much of this kind of writing prioritises cheap, abundant energy, with a new roll-out of nuclear power put centre-stage. I’m in sympathy with this, though I don’t think the analysis of the recent failure of the UK to build new nuclear power stations goes far enough. In 2014, the government planned to build 18 GW of new nuclear power; as I write, none has been delivered, and only 3.2 GW is under construction. Much emphasis is placed on the need to remove regulatory barriers; this in my view is necessary, but not sufficient: more thought needs to be given to how to rebuild national capabilities, as I argue here:

Ownership, Control, National capability: learning lessons from the UK’s nuclear new build debacle

Another recent feature of the UK economy is a rapid decline in the share of the economy accounted for by manufacturing – a decline shared by other developed economies, but which has been particularly large in the UK. Manufacturing now accounts for 8% of UK economy; should we try & increase this? I think so, but it’s important to distinguish some good arguments for this from bad ones (and recognise some uncertainties). Manufacturing matters for its potential for productivity growth – what’s important is the value it creates, not the jobs. Manufacturing capability is also important for national security, but realism is needed about UK’s position as <3% of world high tech economy – we need to aim for security, not autarky.

Good reasons and bad reasons for supporting manufacturing (and some uncertainties) 

On artificial intelligence

Inevitably, I have written about artificial intelligence. I don’t think anyone knows how this story is going to play out, least of all me, so back in May I sketched out three scenarios for the economic impact of AI:

1. Intelligence explosion – the Silicon Valley vision of AI entering a state of recursive self-improvement, leading to artificial general intelligence, and a winner takes all economy, in which the controllers of the new technologies enjoy unprecedented political and economic power.

2. Excel in prose – in which AI is understood as a powerful normal technology, whose applications lead to significant productivity gains across a number of sectors, but with a delay as business processes have to be adapted to make the most of the new technology.

3. Crash and burn – in which the revenues generated by applications of AI are disappointing, and can’t justify the huge capital investments have been made in AI infrastructure. The subsequent bursting of a financial bubble leads to systemic damage to the world financial system and the real economy.

Writing in May, I described “Crash and burn” as a contrarian scenario, but in the last few months it seems to have become mainstream; one can’t open up the Financial Times app without coming across an AI Bubble article.

The economic impact of AI: three scenarios  

One aspect of the AI story that I think has been neglected is the state of the material base that underlies the technology – the integrated circuits that are used to train and run the AI models. For many decades, we came to rely on an exponential increase in computer power, arising from the miniaturisation of the circuit components expressed in Moore’s Law.

Moore’s Law is still evoked by commentators as a symbol of accelerating technological change, but in fact the rate of increase in raw computer power has slowed substantially over the last two decades. Available computer power for applications such as large language models is still increasing, but this increased power is coming, less from miniaturisation, more from software, specialised architectures optimised for particular tasks, and advanced packaging of chips.

  Minimum transistor footprint (product of metal pitch and contacted gate pitch) for successive semiconductor process nodes. Data: (1994 – 2014 inclusive) – Stanford Nanoelectronics Lab, post 2017 and projections, successive editions of the IEEE International Roadmap for Devices and Systems

In the classical heyday of Moore’s Law, from the mid 1980’s to the mid 2000’s, computer power grew at a rate of 50% a year compounded, doubling every two years. In this extraordinary period, there was more than a thousandfold cumulative increase over a couple of decades.

Now, in contrast, it is not the supply of computer power that is increasing exponentially; we have an exponential increase in demand, while the increase in supply has more of a linear character.

Moore’s Law, past and future 

In “AI and the manufacturing firm of the future”, I ask how AI will change ht world of manufacturing. Sam Altman, CEO of OpenAI, has written about a manufacturing singularity, with AGI powered humanoid robots building factories to make more robots. I ask, as politely as I can, whether this vision reflects his lack of understanding of the material base of our industrial world, is a somewhat overheated metaphor, or is just bullshit (in Harry Frankfurt’s sense – i.e. an utterance whose intended effect is uncoupled to any truth value).

An alternative scenario is of AI driving process & system optimisation in increasingly automated factories. If Altman’s vision is driving strategies in the USA, I think the latter scenario is the one being aggressively pursued in China. We’ll see which is closer to reality.

AI and the manufacturing firm of the future 

UK science and university policy

Until my retirement at the end of September this year it was very much part of my day job to think about science and university policy in the UK. UK Universities have been under huge financial pressure in recent years, so some might be tempted to step back from their role in their communities. In this piece I argued that this would be a big mistake, and instead they should take even more seriously their role supporting regional economies.

The civic university in hard times 

The next piece offers a much more personal view of the role of universities in their regions – it’s a retrospective on my time as Vice-President for Regional Innovation and Civic Engagement at the University of Manchester, reviewing the progress we have made working with partners in the city-region to realise the University’s potential to support Greater Manchester’s economy.

On leaving the University of Manchester

Finally, my most popular post of the year was this rather provocative piece: UK Science in a post-liberal world. Here, I argue that a multi-decade period of consensus in UK science policy is likely soon to come to an end, and that the UK’s research system must respond to a new focus on re-building, re-energising, re-arming and re-industrialising for a changed & hostile world.

UK Science in a post-liberal world 

Family matters

To turn to personal matters, my mother, Sheila Jones, died on October 31st this year, a little more than two years after the death of my father, Robbie Jones. I found it helpful to write these two pieces to celebrate their lives, and to reflect on where I have come from.

Sheila Howell Jones (1934 – 2025) ,  Robert Cecil Jones (1932 – 2023) 

AI and the manufacturing firm of the future

How will artificial intelligence change the world of manufacturing?  Sam Altman, CEO of OpenAI, has no doubt that the effect will be transformational [1]:

“If we have to make the first million humanoid robots the old-fashioned way, but then they can operate the entire supply chain—digging and refining minerals, driving trucks, running factories, etc.—to build more robots, which can build more chip fabrication facilities, data centers, etc, then the rate of progress will obviously be quite different.”

It’s difficult to know what to make of this vision.  Taking it at face value, it seems to represent a profoundly unimaginative view of the future, in which there is a straight replacement of workers in factories by humanoid robots.  Factory automation has developed hugely since my brief period as a production line worker in 1980, but this hasn’t occurred by a one-for-one replacement of people by robots.  

Most people have seen pictures of modern car factories, with robot arms carrying out repeated operations like welding with great precision.  But, as Tim Minshall explains in his excellent book on manufacturing [2], robots are just one example of the many devices that can carry out physical operations in an automated factory.  If you are automating a chemical factory, you don’t do it by getting a humanoid robot to open the valves and stir the tanks.  The most sophisticated factories that currently exist – the chip fabrication facilities that produce the GPUs that underpin AI, as well as the CPUs in our phones and computers – are almost entirely automated.  In the fab, a silicon wafer goes through hundreds of complex process steps without being handled by a human – but the robots that move the wafers from tool to tool run on wheels, not legs.

So is Altman just saying that automation makes capital goods cheaper, and that leads to a self-reinforcing process of increasing productivity? That’s certainly true, but it’s a process that is neither new, nor having much to do with large language models or generative AI.

Continue reading “AI and the manufacturing firm of the future”

Sheila Howell Jones (1934-2025)

Sheila Jones, my mother, died on Friday 31 October 2025.  Born and raised in West Wales, she spent much of adulthood in England, as a primary teacher in a variety of schools. She returned to Wales when her husband, Robbie Jones, became a priest in the Anglican Church in Wales, finally moving to Derbyshire to be close to her son’s family.

Sheila Jones, née Lewis, was born in the Pembrokeshire village of Letterston.  Her father, John Lewis, was one of thirteen children of Arnold and Alice Lewis.  Arnold Lewis was an agricultural merchant – and, by all accounts, something of a domestic tyrant.  He assigned careers to all his sons; John was to be a priest, and was sent to train in St David’s College, Lampeter. Rebelling against this, John dropped out of theological college to become a Conservative Party activist.

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What makes a manufacturing superpower?

Some reflections on Breakneck: China’s quest to engineer the future by Dan Wang.

Dan Wang’s new book on China is rightly getting great reviews. It’s a compelling read, engagingly written, reflecting both the author’s deep understanding of China’s developing economy, and his personal sympathy with the Chinese nation. It is admiring of Chinese achievements over the last couple of decades , while being entirely clear-eyed about the deficiencies of the political system and its human costs.

The big idea behind the book is to compare and contrast the two great powers of the world today – China and the USA, summarising that comparison in a neat formula. For Wang, China is the Engineering State, while the USA is the Lawyerly Society – and from that contrast, the complementary strengths and weaknesses of the two nations can be derived.

What kind of state is China? According to Wang, it is a “Leninist Technocracy with Grand Opera tendencies”.

Continue reading “What makes a manufacturing superpower?”