The government wants local authorities to embrace AI – here’s one way it could work in practice

Source: The Conversation – UK – By Alex Lord, Professor, Lever Chair of Urban Planning, University of Liverpool

Francesco Scatena/Shutterstock

Few issues ignite communities more fiercely than what to do with land. The prospect of releasing small portions of green belt land for housing developments, a windfarm proposal or plans for a new road can transform mild-mannered citizens into passionate advocates overnight.

This visceral connection between people and place perfectly illustrates the famous observation that “all politics is local”. In England, the principle that every citizen should be given the opportunity to “have their say” on planning matters is enshrined in law. Before any planning document is adopted, local authorities must give the public the chance to provide feedback.

The logic for this is based on a common-sense morality: before binding decisions are made about how an area might change, the local people who have to live with those decisions should be given the opportunity to endorse or reject that plan.

In practice this is a hugely cumbersome process. Local authorities have to make sense of thousands of comments. This prompted my colleagues and I at the University of Liverpool to begin thinking about how AI could be used to make this process more efficient.

Once a local authority publishes the relevant local planning document, every citizen, company, public, private or third sector organisation has the right to submit a written response. These may address the entire document or focus on a specific issue.

In all cases, the local authority is obliged to collate, comprehend and concisely summarise all public submissions. They will then decide whether the document requires amendments or if further evidence is needed to justify the proposals.

This creates an overwhelming burden for planning departments up and down the country. In high-development areas, submissions often number in the tens of thousands. And individual submissions range from a few sentences to over 100 pages.

Planners must read, absorb and synthesise all this information into a final report which will be used to make a decision. This report must fairly represent the aggregate views across all submissions.

Beyond the sheer volume of responses, human cognitive limitations and biases further complicate the process. Some submissions may be given greater emphasis than others. Recently read submissions are likely to have a greater influence on the reader than those reviewed earlier.

A digital solution

These challenges prompted us to explore alternatives. We partnered with Greater Cambridge Shared Planning – the planning authority for Cambridge City and South Cambridgeshire District Councils – to develop an AI-powered solution. Our tool, Plan AI, would read and summarise public submissions to the planning process.

In 2025, my colleagues and I conducted a real-world experiment. Three live public consultation exercises were processed in parallel – once by planners and once by Plan AI.

It took a planning officer just over 60 hours in total to download and process 320 submissions. Eighteen hours of this time was used to summarise each submission – a task that took Plan AI only 16 minutes. In that time, the AI tool was also able to create comprehensive reports identifying key themes, referenced sources and geographic analysis of the submissions.

A subsequent qualitative assessment found there to be no discernible difference in the quality of the summaries produced by the human planning officer and those by Plan AI. In fact, the general overview document produced by Plan AI is a significant addition to what would normally be produced. It included a geographic analysis of the origins of submissions – crucial information for planners to understand which communities and demographic groups were participating in the consultation.

Close up of a solar farm
Controversial planning proposals can attract tens of thousands of public comments.
pjhpix/Shutterstock

The future of planning

The UK government has set out a vision for local authorities to embrace AI for reducing administrative burden and improving the efficiency of government. For example, it recently rolled out an AI tool, developed with Google DeepMind, to digitise planning records.

The implications of experiments like these are far reaching. Planners can focus on their core expertise – assessing applications and supporting government priorities for housing, new towns and infrastructure renewal – rather than spending countless hours processing public comments.

AI can process vast amounts of text more consistently and comprehensively than humans. It can also identify connections between submissions that might otherwise be missed.

With the administrative burden drastically reduced, local authorities could potentially consult citizens more frequently across a wider range of planning issues, making planning even more democratic. Planners freed from paperwork could also dedicate more time to meaningful public engagement.

Of course, one danger with AI is that it could be used on the other side of the consultation, to generate a large volume of submissions in an attempt to over-amplify a particular point of view. However, AI tools could be used to defend against this.

PlanAI or similar programmes can generate an immediate summary of a comment submission, an ideal opportunity to insert a verification check that the submitter is indeed human. Putting the human back in the loop in this way reduces the potential for AI to be used to skew consultations.

By building the right tools and systems, we can create planning processes that are both more efficient and more responsive to citizen input – a win for democracy and effective governance alike.

The Conversation

PlanAI was developed under a paid contract with Greater Cambridge Shared Planning. At the time of publication, it is not sold or marketed to other governments or authorities, but may be so in the future. Alex Lord and the other researchers involved received funding from the UK government’s PropTech initiative and Greater Cambridge Shared Planning.

ref. The government wants local authorities to embrace AI – here’s one way it could work in practice – https://theconversation.com/the-government-wants-local-authorities-to-embrace-ai-heres-one-way-it-could-work-in-practice-258449

Why Russia is not taking Trump’s threats seriously

Source: The Conversation – UK – By Patrick E. Shea, Senior Lecturer in International Relations and Global Governance, University of Glasgow

The US president, Donald Trump, recently announced that Russia had 50 days to end its war in Ukraine. Otherwise it would face comprehensive secondary sanctions targeting countries that continued trading with Moscow.

On July 15, when describing new measures that would impose 100% tariffs on any country buying Russian exports, Trump warned: “They are very biting. They are very significant. And they are going to be very bad for the countries involved.”

Secondary sanctions do not just target Russia directly, they threaten to cut off access to US markets for any country maintaining trade relationships with Moscow. The economic consequences would affect global supply chains, targeting major economies like China and India that have become Russia’s commercial lifelines.

Despite the dire threats, Moscow’s stock exchange increased by 2.7% immediately following Trump’s announcement. The value of the Russian rouble also strengthened. On a global scale, oil markets appear to have relaxed, suggesting traders see no imminent risks.


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This market reaction coincided with a nonplussed Moscow. While official statements noted that time was needed for Russia to “analyse what was said in Washington”, other statements suggested that the threats would have no effect. Former Russian president Dmitry Medvedev, for example, declared on social media that “Russia didn’t care” about Trump’s threats.

The positive market reaction and lack of panic from Russian officials tell us more than simple scepticism about Trump’s willingness to follow through.

If investors doubted Trump’s credibility, we would expect market indifference, not enthusiasm. Instead, the reaction suggests that financial markets expected a stronger response from the US. As Artyom Nikolayev, an analyst from Invest Era, quipped: “Trump performed below market expectations.”

A reprieve, not a threat

Trump’s threat isn’t just non-credible – the positive market reaction in Russia suggests it is a gift for Moscow. The 50-day ultimatum is seen not as a deadline but as a reprieve, meaning nearly two months of guaranteed inaction from the US.

This will allow Russia more time to press its military advantages in Ukraine without facing new economic pressure. Fifty days is also a long time in American politics, where other crises will almost certainly arise to distract attention from the war.

More importantly, Trump’s threat actively undermines more serious sanctions efforts that were gaining momentum in the US Congress. A bipartisan bill has been advancing a far more severe sanctions package, proposing secondary tariffs of up to 500% and, crucially, severely limiting the president’s ability to waive them.

By launching his own initiative, Trump seized control of the policy agenda. Once the ultimatum was issued, US Senate majority leader John Thune announced that any vote on the tougher sanctions bill would be delayed until after the 50-day period. This effectively pauses a more credible threat facing the Kremlin.

This episode highlights a problem for US attempts to use economic statecraft in international relations. Three factors have combined to undermine the credibility of Trump’s threats.

First, there is Trump’s own track record. Financial markets have become so accustomed to the administration announcing severe tariffs only to delay, water down or abandon them that the jibe “Taco”, short for “Trump always chickens out”, has gained traction in financial circles.

This reputation for failing to stick to threats means that adversaries and markets alike have learned to price in a high probability of backing down.




Read more:
Investors are calling Trump a chicken – here’s why that matters


Second, the administration’s credibility is weakened by a lack of domestic political accountability. Research on democratic credibility in international relations emphasises how domestic constraints – what political scientists call “audience costs” – can paradoxically strengthen a country’s international commitments.

When leaders know they will face political punishment from voters or a legislature for backing down from a threat, their threats gain weight. Yet the general reluctance of Congress to constrain Trump undermines this logic. This signals to adversaries that threats can be made without consequence, eroding their effectiveness.

And third, effective economic coercion requires a robust diplomatic and bureaucratic apparatus to implement and enforce it. The systematic gutting of the State Department and the freezing of United States Agency for International Development (USAID) programmes eliminate the diplomatic infrastructure necessary for sustained economic pressure.

Effective sanctions require careful coordination with allies, which the Trump administration has undermined. In addition, effective economic coercion requires planning and credible commitment to enforcement, all of which are impossible without a professional diplomatic corps.

Investors and foreign governments appear to be betting that this combination of presidential inconsistency, a lack of domestic accountability, and a weakened diplomatic apparatus makes any threat more political theatre than genuine economic coercion. The rally in Russian markets was a clear signal that American economic threats are becoming less feared.

The Conversation

Patrick E. Shea does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Why Russia is not taking Trump’s threats seriously – https://theconversation.com/why-russia-is-not-taking-trumps-threats-seriously-261296

Design and Disability at the V&A is a rich, thought-provoking exhibition

Source: The Conversation – UK – By Laudan Nooshin, Professor of Music, School of Communication and Creativity, City St George’s, University of London

One of the first things to greet visitors at the V&A’s new Design and Disability exhibition is a striking blue bench by artist Finnegan Shannon titled, Do You Want Us Here Or Not? This exhibit is a response to the often inadequate seating in museums, which not only acts as a barrier to accessibility for many people, but is more widely symptomatic of ableist approaches to museum and exhibition design.

In this case, the invitation to “Please sit here!” sets the tone for the whole exhibition, which also includes a large sensory map of the layout (located at wheelchair level), a tactile map, and QR codes that link to audio description for blind and partially sighted visitors, and also British Sign Language interpretation.


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Aiming to showcase the radical contributions of disabled, deaf and neurodivergent people to design history and contemporary culture from the 1940s until the present, the exhibition goes well beyond this, addressing an impressively wide range of issues around access, disability and exclusion. It also reveals how ableism operates across a range of exclusions, such as race, gender, class and more.

As the introductory notes point out: “Disabled people past and present have challenged and confronted the imbalance of design in society. This exhibition highlights disabled individuals at the heart of design history … It is both a celebration and a call to action.”

While the fight for disability justice goes back many decades – also documented in the exhibition – it’s only relatively recently that questions of access and equality have gone beyond the physical. These include a wide range of issues related to neuro-inclusion and sensory access, including calm spaces and sensory maps that indicate noisy areas.

My own interest in sound in museums has come partly out of research focusing on the role of acoustics in creating accessible spaces, and from my own experience of noise sensitivity conditions hyperacusis and misophonia. Inclusive sonic design seeks to address how sound operates as a factor of social inclusion and exclusion in places like museums.

The V&A exhibition comprises three sections: visibility, tools and living. Visibility focuses on design and art as fundamental tools of activism and includes work created as part of disability justice movements over many decades. This section is a stark reminder of the justice and rights that only come about through extensive struggles.

Tools highlight the extraordinary contribution to design innovation made by disabled people. Living explores stories of disabled people claiming space and imagining the worlds that they want to live in.

Sections two and three both advocate for the social model of disability in which people are rendered disabled by their environment, something that calls for design solutions (as opposed to the medical model in which people are required to navigate and find solutions to their “problem”).

The exhibition draws attention to a wide range of physical and sensory exclusions, both in the displays and the design of the space itself. The in-house design team includes staff with personal experience of disability who also worked closely with external partners living with disability.

There are plenty of exhibits that can be experienced through touch. For partially sighted visitors, there are strong visual contrasts in the wall colours and the edges of displays are lit up. And there are raised edgings on all exhibits for people using a cane – all of which help with navigation.

There are also quiet areas and plenty of seating. Some of these features are already being incorporated into gallery and exhibition design, and hopefully will soon become standard.

I particularly liked the way various issues intersect in the exhibition, in which a range of exclusions are set alongside one another: race, hearing impairment, youth exclusion and stammering, for example.

Other favourites included the B1 Blue Flame rattling football used for blind football, which visitors can pick up, feel, smell, shake and listen to. The Deaf Rave set and Woojer Vest are designed for deaf clubbers and performers and use vibrating tactile discs that amplify sound vibrations.

The beautiful blanket and pillow entitled Public S/Pacing by Helen Statford offers an invitation to rest, drawing attention to “crip time”, accepting “a different pace to non-disabled norms, challenging conventions of productivity, and resting in radical ways that would actually benefit society at large”.

The blanket highlights the failures of the design of public spaces to include disabled people, “challenging ableist assumptions with care and visibility”. The reverse of the blanket has a quotation from Rhiannon Armstrong’s Radical Act of Stopping (2016), embroidered by Poppy Nash.

The exhibition includes many examples of “disability gain” by which design aimed at a particular group of people unintentionally benefits others, too. An example is the smartphone touchscreen, based on technology developed by engineers Wayne Westerman and John Elias as an alternative to the standard keyboard, which Westerman was unable to use due to severe hand pain.

Initially marketed to people with hand disabilities, the technology was later sold to Apple where it revolutionised mobile phone technology.

The final panel of the exhibition is titled Label for Missing Objects, an imaginative and fitting way to mark the continuing story of designing a world that works for “every body and every mind”.

Design and Disability is a rich, thought-provoking and landmark exhibition. Kudos to the V&A, although its importance is so obvious, I wonder why it took this long to host a show dedicated to disabled artists and designers and the wider social impact of their work.

I very much hope there are plans for the exhibition to tour the UK and beyond, and to become a permanent gallery at the V&A, so that it can inform curation and design work in other museums.

Design and Disability at the V&A runs until February 15 2026.

The Conversation

Laudan Nooshin received funding from the AHRC for the project Place-making Through Sound: Designing for Inclusivity and Wellbeing (2023-24).

ref. Design and Disability at the V&A is a rich, thought-provoking exhibition – https://theconversation.com/design-and-disability-at-the-vanda-is-a-rich-thought-provoking-exhibition-261135

From tea towels to TV remotes: eight everyday bacterial hotspots – and how to clean them

Source: The Conversation – UK – By Manal Mohammed, Senior Lecturer, Medical Microbiology, University of Westminster

Parkin Srihawong/Shutterstock

From your phone to your sponge, your toothbrush to your trolley handle, invisible armies of bacteria are lurking on the everyday objects you touch the most. Most of these microbes are harmless – some even helpful – but under the right conditions, a few can make you seriously ill.

But here’s the catch: some of the dirtiest items in your life are the ones you might least expect.

Here are some of the hidden bacteria magnets in your daily routine, and how simple hygiene tweaks can protect you from infection.


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Shopping trolley handles

Shopping trolleys are handled by dozens of people each day, yet they’re rarely sanitised. That makes the handles a prime spot for germs, particularly the kind that spread illness.

One study in the US found that over 70% of shopping carts were contaminated with coliform bacteria, a group that includes strains like E. coli, often linked to faecal contamination. Another study found Klebsiella pneumoniae, Citrobacter freundii and Pseudomonas species on trolleys.

Protect yourself: Always sanitise trolley handles before use, especially since you’ll probably be handling food, your phone or touching your face.

Kitchen sponges

That sponge by your sink? It could be one of the dirtiest items in your home. Sponges are porous, damp and often come into contact with food: ideal conditions for bacteria to thrive.

After just two weeks, a sponge can harbour millions of bacteria, including coliforms linked to faecal contamination, according to the NSF Household Germ Study and research on faecal coliforms.

Protect yourself: Disinfect your sponge weekly by microwaving it, soaking it in vinegar, or running it through the dishwasher. Replace it if it smells – even after cleaning. Use different sponges for different tasks (for example, one for dishes, another for cleaning up after raw meat).

Chopping boards

Chopping boards can trap bacteria in grooves left by knife cuts. Salmonella and E. coli can survive for hours on dry surfaces and pose a risk if boards aren’t cleaned properly.

Protect yourself: Use separate boards for raw meat and vegetables. Wash thoroughly with hot, soapy water, rinse well and dry completely. Replace boards that develop deep grooves.

Tea towels

Reusable kitchen towels quickly become germ magnets. You use them to dry hands, wipe surfaces and clean up spills – often without washing them often enough.

Research shows that E. coli and salmonella can live on cloth towels for hours.

Protect yourself: Use paper towels when possible, or separate cloth towels for different jobs. Wash towels regularly in hot water with bleach or disinfectant.

Mobile phones

Phones go everywhere with us – including bathrooms – and we touch them constantly. Their warmth and frequent handling make them ideal for bacterial contamination.

Research shows phones can carry harmful bacteria, including Staphylococcus aureus.

Protect yourself: Avoid using your phone in bathrooms and wash your hands often. Clean it with a slightly damp microfibre cloth and mild soap. Avoid harsh chemicals or direct sprays.

Toothbrushes near toilets

Flushing a toilet releases a plume of microscopic droplets, which can land on nearby toothbrushes. A study found that toothbrushes stored in bathrooms can harbour E. coli, Staphylococcus aureus and other microbes.




Read more:
Toothbrushes and showerheads covered in viruses ‘unlike anything we’ve seen before’ – new study


Protect yourself: Store your toothbrush as far from the toilet as possible. Rinse it after each use, let it air-dry upright and replace it every three months – or sooner if worn.

Bathmats

Cloth bathmats absorb water after every shower, creating a warm, damp environment where bacteria and fungi can thrive.

Protect yourself: Hang your bathmat to dry after each use and wash it weekly in hot water. For a more hygienic option, consider switching to a wooden mat or a bath stone: a mat made from diatomaceous earth, which dries quickly and reduces microbial growth by eliminating lingering moisture.

Pet towels and toys

Pet towels and toys stay damp and come into contact with saliva, fur, urine and outdoor bacteria. According to the US national public health agency, the Centers for Disease Control and Prevention, pet toys can harbour E. coli, Staphylococcus aureus and Pseudomonas aeruginosa.

Protect your pet (and yourself): Wash pet towels weekly with hot water and pet-safe detergent. Let toys air dry or use a dryer. Replace worn or damaged toys regularly.

Shared nail and beauty tools

Nail clippers, cuticle pushers and other grooming tools can spread harmful bacteria if they’re not properly cleaned. Contaminants may include Staphylococcus aureus – including MRSA, a strain resistant to antibiotics – Pseudomonas aeruginosa, the bacteria behind green nail syndrome, and Mycobacterium fortuitum, linked to skin infections from pedicures and footbaths.

Protect yourself: Bring your own tools to salons or ask how theirs are sterilised. Reputable salons will gladly explain their hygiene practices.

Airport security trays

Airport trays are handled by hundreds of people daily – and rarely cleaned. Research has found high levels of bacteria, including E. coli.

Protect yourself: After security, wash your hands or use sanitiser, especially before eating or touching your face.

Hotel TV remotes

Studies show hotel remote controls can be dirtier than toilet seats. They’re touched by many hands and rarely sanitised.

Common bacteria include E. coli, enterococcus and Staphylococcus aureus, including MRSA, according to research.

Protect yourself: Wipe the remote with antibacterial wipes when you arrive. Some travellers even put it in a plastic bag. Always wash your hands after using shared items.

Bacteria are everywhere, including on the items you use every day. You can’t avoid all germs, and most won’t make you sick. But with a few good habits, such as regular hand washing, cleaning and smart storage, you can help protect yourself and others.

It’s all in your hands.

The Conversation

Manal Mohammed does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. From tea towels to TV remotes: eight everyday bacterial hotspots – and how to clean them – https://theconversation.com/from-tea-towels-to-tv-remotes-eight-everyday-bacterial-hotspots-and-how-to-clean-them-260784

Britons are less likely than Americans to invest in stocks – but they may not have the full picture

Source: The Conversation – UK – By Sam Pybis, Senior Lecturer in Economics, Manchester Metropolitan University

ymgerman/Shutterstock

UK chancellor Rachel Reeves would like Britons to invest more in stocks – particularly UK stocks – rather than keep their money in cash. She has even urged the UK finance industry to be less negative about investing and highlight the potential gains as well as the risks.

Stock ownership is important for governments for a variety of reasons. Boosting capital markets can encourage business expansion, job creation and long-term economic growth. It can also give people another source of income in later life, especially as long-term investing can offer greater returns than saving.

But in the UK, excluding workplace pensions, only 23% of people have invested in the stock market, compared to nearly two-thirds in the US. Survey results suggest that American consumers are generally more comfortable with financial risks.


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And it appears that a greater degree of risk translates into closer political engagement. During market shocks driven by US president Donald Trump’s tariff chaos, many Americans tracked headlines – and their portfolios – closely. This contrasts with the UK, where most people keep their savings in safer assets like cash savings accounts or premium bonds.

If Britons are more risk-averse, media coverage that tends to be noisier when markets fall than when they recover may be having an impact. While concerns regarding market volatility may be valid, they can overshadow the long-term benefits of investing.

One key opportunity that many British consumers have missed out on is the rise of low-cost, diversified exchange-traded funds (ETFs), which have made investing more accessible and affordable. An ETF allows investors to buy or sell baskets of shares on an exchange. For example, a FTSE100 ETF gives investors exposure to the UK’s top 100 companies without having to buy each one individually.

This is exactly the kind of long-term, low-cost investing that Reeves appears to be promoting. But should savers be worried about current market volatility – much of it driven by trade tensions and tariff uncertainty? One view, of course, is that volatility is simply part of investing.

But it could also be argued that big shifts within the space of a single month are often exaggerated. People are also likely to be put off by news headlines, which tend to exaggerate the swings in the market.

Examining daily excess returns in the US stock market from November 2024 to April 2025, I plotted cumulative returns (which show how an investment grows over time by adding up past returns) within each month. April 2025 stands out. Despite experiencing several sharp daily losses, the market rebounded swiftly in the days that followed.

This pattern isn’t new. Historically, markets have shown a remarkable ability to recover from short-term shocks. Yet many potential investors could be deterred by alarming headlines that, while factually accurate, often highlight single-day declines without broader context.

The reality is that the stock market is frequently a series of short-lived storms. These are volatile, yes, but often followed by calm and recovery.

Fear and caution

During market downturns, it’s common for people to try to understand why this time is worse or analyse if this crash is more serious than previous ones.

The fear these headlines generate could feed into barriers to long-term investing in the UK. And that’s one of the challenges the chancellor faces in encouraging more Britons to invest.

For those already invested in the stock market, short-term declines are part of the journey. They are risks that can be borne with the understanding that markets tend to recover over time.

My analysis of daily US stock market data since 1926 shows that after sharp daily drops, the market often rebounds quickly (see pie chart below). In fact, more than a quarter of recoveries occur within just a few days.

But this resilience is rarely the focus of media coverage. It’s far more common to see headlines reporting that the market is down than to see follow-ups highlighting how quickly it bounced back.

Research has shown that negative economic information is likely to have a greater impact on public attitudes. For example, a sharp drop in the stock market might dominate front pages, while a steady recovery over the following weeks barely gets a mention. The imbalance reinforces a sense of crisis, even when the broader picture is less bleak.

front page of daily mail newspaper from april 2025 with the headline 'meltdown'
Markets went on to recover in April 2025… but did the headlines reflect this?
David G40/Shutterstock

Unbalanced reporting can distort perceptions, discouraging potential investors who might otherwise benefit from long-term participation in the market. It appears that American perceptions of their finances are also affected by news coverage in a similar way.

Over the long term, the difference between stock market returns and the generally lower returns from government bonds is known as the “equity risk premium puzzle”. Economists have long debated why this gap is so large. Some observers argue it may narrow in the future. But many others, including the chancellor, believe that investing in the stock market remains a beneficial long-term strategy.

If more people are to benefit from long-term investing, it’s vital to tell the full story. That means not just highlighting when markets fall, but following up on how they recover afterwards.

The Conversation

Sam Pybis does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Britons are less likely than Americans to invest in stocks – but they may not have the full picture – https://theconversation.com/britons-are-less-likely-than-americans-to-invest-in-stocks-but-they-may-not-have-the-full-picture-259485

Worries about the UK economy are justified, but can the government afford to gamble on raising taxes?

Source: The Conversation – UK – By Alan Shipman, Senior Lecturer in Economics, The Open University

Gloomy economic figures have heaped more pressure on the British government and its promise to improve growth. And if that wasn’t enough, there have also been some stark warnings about public finances and the country’s ability to service its debts.

All of this has led to a growing expectation that the UK chancellor Rachel Reeves will have to bring in some significant tax hikes later this year, or reduce government spending.

But both of these options could worsen the long-term economic outlook, by further constraining GDP growth. That was precisely the fate of governments that pursued an agenda of “austerity” – cuts in spending and higher taxes – to tackle the expanded public debt after the financial crisis of 2008.

It was a strategy that ultimately led to higher public debt. Put simply, when governments spend less, GDP tends to fall. And when GDP falls and a country is less productive, tax revenues go down too.


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To make things even more complicated for the chancellor, the UK government has also widened its debt risk by changing its fiscal rules to acknowledge extra financial responsibilities.

This adjustment gave the government more financial assets, including student loans and public pension holdings. But it also meant taking on more liabilities, including the pension schemes it would have to bail out if necessary.

In July 2025, the Office for Budget Responsibility (OBR) identified several other sectors – including universities, housing associations and water companies – whose large debts could become government liabilities in the future.

A bigger balance sheet automatically means more public financial risk. And climate change further raises these risks, the OBR says, by forcing the government to spend more on dealing with environmental damage and eroding fossil-fuel taxes, which still raise around £24 billion for the Treasury.

The OBR is also concerned about the rising cost of pensions for an ageing population. In fact, the UK’s system is not particularly expensive, partly due to its reliance on private pensions (funded by employers and employees).

Yet this reliance brings a different kind of government cost. For these private sector schemes have attempted to insulate themselves against the strains of an ageing population, as more employees retire than join the workforce (and as retirees live longer).

Often this has involved shifting from “defined benefit” plans, which guarantee retirement income, to “defined contribution” plans, where payouts depend on how much members pay in and how well funds are invested.

But that shift has also made it harder for the government to borrow the money it needs for public spending.

Defined benefit funds, seeking a steady long-term return, used to be big buyers of UK government bonds (gilts) – the financial assets that the government sells to raise money. In contrast, defined contribution funds invest mainly in equities (company shares), which promise a higher return on investment that can grow pension pots faster.

UK industrial policy supports this shift from gilts to other assets. It wants pension funds to invest in innovation and infrastructure as a way of stimulating its often mentioned mission of economic growth.

The growth gamble

Yet the move by pensions towards equities is steadily deflating demand for new government bonds. This then forces the government to pay higher interest rates to attract enough buyers, often from overseas.

There is also pressure on the government to relax the “triple lock” on state pensions. This pledge – to raise the basic state pension by at least 2.5% every year, and maintained by all parties since 2011 – is costing around three times as much as was projected at launch, despite fewer pensioners escaping poverty since it was introduced.

Overall, inflation and an ageing population have lifted state spending on pensions to around 5% of GDP.

These pressures all strengthen the view that the government will need another tax-raising budget this year. How else will it pay for its plans for spending on healthcare, housing, infrastructure and defence?

Reeves sought to assure voters that £40 billion in tax hikes in October 2024 rises were enough to plug an inherited “black hole”. But she is already struggling to preserve those projections, after a politically painful retreat from welfare changes designed to save £5 billion.

Hopes that a faster-growing economy would narrow the deficit, by boosting tax receipts and reducing spending requirements, have not been fulfilled.

Yet calls for significant tax increases – which could dampen growth – may still be be resisted.

Under pressure, she may well consider a compromise like a “wealth tax” targeting the richest, that would also satisfy the Labour left. Yet the only way to really raise significant extra funds is to increase income tax, VAT or national insurance, which would be extremely risky politically.

But all economic policy comes with risk. And she may end up sticking with her position and putting her (taxpayers’) money on the hope that today’s deficit will eventually be narrowed by faster growth. Relying on more investment to solve economic problems depends on investors trusting the economic stability of the UK, which is a gamble. But it is a gamble the government may still be willing to take.

The Conversation

Alan Shipman has received funding from the British Academy/Leverhulme Trust and the Harry Ransom Center, University of Texas at Austin.

ref. Worries about the UK economy are justified, but can the government afford to gamble on raising taxes? – https://theconversation.com/worries-about-the-uk-economy-are-justified-but-can-the-government-afford-to-gamble-on-raising-taxes-260880

Paolo Borsellino: the murder of an anti-mafia prosecutor and the enduring mystery of his missing red notebook

Source: The Conversation – UK – By Felia Allum, Professor of Comparative Organised Crime and Corruption, University of Bath

It has been 33 years since anti-mafia prosecutor Paolo Borsellino was blown up by Cosa Nostra in front of his mother’s home in Palermo, Sicily. His death on July 19 1992 came 57 days after the murder of his colleague, Giovanni Falcone. This was the peak of Cosa Nostra’s attack on state representatives.

A vital document was lost that day – a red notebook believed to have been in Borsellino’s work bag. This loss has hampered attempts to understand how deep into the Italian state Cosa Nostra’s activities run.

The early 1990s were a turbulent time in Italy. The fall of the Berlin wall in 1989 broke the Italian party system and wiped out the traditional political parties, which had been based around the opposing forces of the Christian Democrats (supported by the US and the Vatican) and the Communist party.

The Christian Democrats, in power during the post-war period, had often protected Cosa Nostra. But losing power meant an inability to honour its “pact” with mafiosi. This led to the mafia attacking anyone who got in its way.

Falcone and Borsellino, as anti-mafia prosecutors, had got under the skin of Cosa Nostra. Their work zoned in on its mentality and activities. They were the driving force behind the 1986 “maxi trial” that saw hundreds of mafiosi prosecuted. This was the first time important mafia bosses were imprisoned. Falcone and Borsellino had brought a new understanding to the internal workings of the mafia, including its links with politics and money laundering operations.

The mafia was deploying terrorist tactics against state representatives and institutions in the early 1990s in what appears to have been an attempt to get the state to negotiate with it. Borsellino, it is believed, was investigating this when he was murdered.

The red notebook

Crucially, on the day Borsellino was murdered, his work bag, which contained his red notebook (“l’agenda rossa”) disappeared from the wreckage of his car.

He carried his red notebook around with him everywhere, making copious notes of his investigations and ideas. Had it been recovered, l’agenda rossa could have revealed the possible links between state representatives (including with the police and judiciary), businessmen and Cosa Nostra.

It could, in effect, have mapped out how and to what extent Cosa Nostra had infiltrated the Italian state and the nature of its relationships with the new political class, the business elite, freemasons and other covert actors.

A photograph of a police officer walking off with what looks very much like the bag that presumably contained the notebook has circulated ever since. But this is where the trail ends. The bag – minus the notebook – was later found in the office of the head of the flying squad, with no explanation as to how and why it got there.

The disappearance of the red notebook remains a persistent enigma – and one which continues to haunt contemporary Italy because of what it might suggest about the nation’s underworld and political class.

This photo could even suggest that the goal of killing Borsellino was not just to eliminate a zealous public prosecutor but to remove a pantheon of knowledge about organised crime and its infiltration into the public realm as part of a more orchestrated plan.

Then, in 1993, Cosa Nostra suddenly and inexplicably ceased its terrorist tactics against the state. It was as though a truce had been reached. Could this be the case?

Many have speculated that there was a secret dialogue and a trattativa – a state-mafia negotiation entered and a deal struck between state representatives and Cosa Nostra leaders to stop the violence. In exchange for an end to the violence, it was suggested that state representatives promised softer anti-mafia laws. It’s possible that the disappearance of Borsellino’s red notebook could have been part of the deal.

Interpreting history

The history of these dynamics between state and the mafia has since been written and re-written, dividing Italians and mafia scholars.

At the heart of all these disagreements lie two questions: was the notebook taken intentionally and why did Cosa Nostra stop its attacks on the state at the specific moment that it did?. The answer to these would essentially establish whether or not there was a negotiated peace between the mafia and the state.

In 2014, high-profile politicians, police officers and mafiosi were put on trial, accused of playing a role and enabling these negotiations. This was, in effect, the Italian state putting itself on trial.

Some legal experts and historians have argued that the theory of coordinated action by state representatives and mafiosi was always an absurd hypothesis. While there might have been some random informal contacts, they contest that there was never a formal pact. The end of Cosa Nostra‘s violence, they argue, was due to a combination of other factors, including greater enforcement of the law.

Others argue that there is evidence of a pact. These include first-hand accounts from former criminals. But of course it is hard to make these stories stick because all evidence of a relationship of this kind would, by definition, be covert and off the books. As with many trials and in particular, mafia trials, there are no facts, just interpretations of facts.

In 2018, some state representatives and mafiosi were found guilty. But in 2023, the Italian supreme court overturned the 2018 ruling and concluded that there was no pact and no state-mafia negotiation.

All involved were cleared for different reasons as the court attempted to draw a line under the intrigue by articulating a clear position. But with the mafia, answers are rarely that simple. And history is not only written in the courtroom.

Borsellino’s legacy is celebrated in Italy to this day – but the unresolved matter of his missing notebook haunts the country more profoundly. His bag – minus the notebook – has recently been put on show at the Italian senate to celebrate his life. The display is also a reminder of how much remains unresolved from that period.

The Conversation

Felia Allum does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Paolo Borsellino: the murder of an anti-mafia prosecutor and the enduring mystery of his missing red notebook – https://theconversation.com/paolo-borsellino-the-murder-of-an-anti-mafia-prosecutor-and-the-enduring-mystery-of-his-missing-red-notebook-259101

Love IRL: a new Quarter Life series on modern dating from The Conversation

Source: The Conversation – UK – By Anna Walker, Senior Arts + Culture Editor

Roman Samborskyi/Shutterstock

None of the cultural love stories of the 2000s started with a swipe. Friends taught us that your social circle could double as a dating pool. The Office proved that love could blossom by the water cooler, and in High School Musical the perfect match could be the new girl at school.

But in the years since, apps have changed the way we date. The old-fashioned meet-cute was replaced by swipes, and slow-burn feelings were forgotten in favour of instant digital chemistry. It came with some benefits. Gone were the days when your romantic options were limited to bad set-ups, overly flirty colleagues, or trying to catch the eye of the hottie reading on the train. And introverts could pursue connections without the anxiety of approaching someone in a noisy bar or making the first move with a friend. But there were losses too.

While the convenience of dating apps expanded our horizons, they also stripped away some of the spontaneity and authenticity of in-person connections. The rush of emotions tied to real-life interactions – the spark of chemistry when eyes meet across a room or the thrill of an unexpected conversation – has become less frequent. Swiping left and right creates a kind of detachment, where it’s easier to dismiss someone with a flick of the thumb than to take a moment to truly get to know them. What we gained in options, we lost in meaningful connections.

Now another love revolution is on the horizon as algorithms and AI start to play an ever-growing role in how we form and navigate our relationships. Whether you’re single, dating, married or somewhere in between, our love lives are increasingly mediated by technology.

This is especially true for those of us in our 20s and 30s, who grew up with the promise of finding romance in real life but came of age as the dating app revolution began in earnest. Which is where Love IRL, a new Quarter Life series from The Conversation, comes in. These research-backed articles break down the complexities of modern love, from decoding mixed signals to balancing independence with intimacy. Along the way we’ll help you navigate the ghosts, love-bombers, breadcrumbers and catfishers and strive for more meaningful connections – offline and on.

Some of the topics you’ll read about include how ditching the wishlists can help you find meaningful romantic relationships, how AI wingmen are influencing online dating, and how rising living costs are changing the way we date, live and love.

Thoughts? Relationship woes? Get in touch at quarterlife@theconversation.com


Dating today can feel like a mix of endless swipes, red flags and shifting expectations. From decoding mixed signals to balancing independence with intimacy, relationships in your 20s and 30s come with unique challenges. Love IRL is the latest series from Quarter Life that explores it all.

These research-backed articles break down the complexities of modern love to help you build meaningful connections, no matter your relationship status.


The Conversation

ref. Love IRL: a new Quarter Life series on modern dating from The Conversation – https://theconversation.com/love-irl-a-new-quarter-life-series-on-modern-dating-from-the-conversation-259474

Looking for meaningful romantic relationships? Start by diversifying your friendships and forgetting your wishlist

Source: The Conversation – UK – By Mariko Visserman, Assistant Professor in Psychology, University of Sussex

loreanto/Shutterstock

When you’re looking for a relationship, chances are you’ll start off with a wishlist for your ideal partner. Maybe someone who is attractive or wealthy, someone who likes the same movies and the outdoors. Seems like a solid starting point, right? The problem is that in the real world, these wishlists are rarely helpful. And how realistic is the idea that one person can fulfil all our needs in the first place?

In 2017, researchers conducted a large speed-dating study. They wanted to see how well the preferences people indicated for a potential partner predicted who they wanted to see again after the event.

The researchers were left with nothing: people’s wishlists did not predict who they actually liked. Instead, they suggested that the best predictor of whether you like someone is seeing how they make you feel when you interact with them. Do you feel comfortable in their presence? Do they make you laugh?

The scientific evidence suggests that you have to meet people in the flesh if you want to find your match.


Dating today can feel like a mix of endless swipes, red flags and shifting expectations. From decoding mixed signals to balancing independence with intimacy, relationships in your 20s and 30s come with unique challenges. Love IRL is the latest series from The Conversation’s Quarter Life that explores it all.

These research-backed articles break down the complexities of modern love to help you build meaningful connections, no matter your relationship status.


People used to find their romantic partner by tapping into their social networks – through friends, family, or the people they met in their daily lives. Nowadays, we often look for a romantic partner using online dating platforms, which allow us to access a larger network of potential romantic partners than ever before.

This apparent abundance may encourage a critical comparison with your wishlist and you may spend a lot of time swiping through profiles of potential partners, without initiating meeting them.

Research suggests that doing so can leave you feeling paralysed by an overload of choice and less optimistic about your chances. Research also shows that people tend to have fewer matches as the number of profiles on offer increases.

The researchers of this paradox suggest that you may be wise to put yourself on a dating diet: only looking at a limited number of profiles each day and exploring them with a curious mind. Then, when contact is established and you feel positive about the initial interaction, the real experiment begins.

When you spend a long time interacting online you may construct an idealised version of your potential partner and what you hope they’re like. That leaves you all the more likely to be disappointed when meeting them in person, as it’s easy for them to fall short of your expectations.

Woman smiling at her phone
When you spend long time interacting online you may construct an idealised version of your potential partner.
dodotone/Shutterstock

A better strategy would be to meet them in the flesh with a curious mind, before becoming overly invested in an online persona that is not a fair representation of what the other person may be like.

Taking it offline

Whether you will go on to have a satisfying relationship in the long run depends more than anything on your relationship expectations and behaviour.

Being kind and attentive to each other’s goals and needs ensures each partner’s happiness and will help weather any challenge, small or large, that couples inevitably face. But here too, technology may disrupt your mindful awareness of others – for example being on your phone in the presence of your partner – posing a risk to enjoying relationships.

Couples today also seem to have historically high expectations for their partner to help them fulfil all their goals and needs. You may want a partner to be a passionate lover, your best friend, your motivational coach and help you achieve personal growth.

In other words, people’s wishlists people carry into relationships too, as we long for a partner to fulfil all our needs.

Girl and boy feeding each other crisps
Diversifying your friendships can put less pressure on your romantic connection.
Dupe/Daniel Bughiu

Demanding all of this from one partner can place too much pressure on the relationships, rather than satisfying your needs. You may be left with a dissatisfying relationship that falls short of your expectations.

In some ways, we may all benefit from adopting lower expectations when looking for a partner and when being with them long term. This may help us appreciate them instead of taking their support and kind acts for granted.

It’s also a good idea to diversify your relationships. Having other important close (and even less close) relationships can help fulfil some needs your partner may not be best suited to meet, such as friends who like the same movies you do or who like to explore the outdoors together.

Research has shown that a greater diversity of relationships benefits happiness, as different relationships can serve different roles in fulfilling your needs, which may take some pressure off “the one” fulfilling all your needs.

Putting some brakes on your expectations for a romantic partner, when looking for a partner and when sharing your life with them, may help you to see more clearly who they are and appreciate what they contribute to your life.

The Conversation

Mariko Visserman does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Looking for meaningful romantic relationships? Start by diversifying your friendships and forgetting your wishlist – https://theconversation.com/looking-for-meaningful-romantic-relationships-start-by-diversifying-your-friendships-and-forgetting-your-wishlist-254022

AI can be your wingman when online dating – but should you let it?

Source: The Conversation – UK – By Natasha McKeever, Lecturer in Applied Ethics, University of Leeds

YWdesign/Shutterstock

Many dating app companies are enthusiastic about incorporating generative AI into their products. Whitney Wolfe Herd, founder of dating app Bumble, wants gen-AI to “help create more healthy and equitable relationships”. In her vision of the near future, people will have AI dating concierges who could “date” other people’s dating concierges for them, to find out which pairings were most compatible.

Dating app Grindr is developing an AI wingman, which it hopes to be up and running by 2027. Match Group, owner of popular dating apps including Tinder, Hinge and OK Cupid, have also expressed keen interest in using gen-AI in their products, believing recent advances in AI technology “have the power to be transformational, making it more seamless and engaging for users to participate in dating apps”. One of the ways they think gen-AI can do this is by enhancing “the authenticity of human connections”.

Use of gen-AI in online dating is not just some futuristic possibility, though. It’s already here.

Want to enhance your photos or present yourself in a different style? There are plenty of online tools for that. Similarly, if you want AI to help “craft the perfect, attention-grabbing bio” for you, it can do that. AI can even help you with making conversation, by analysing your chat history and suggesting ways to reply.

Extra help

It isn’t just dating app companies who are enthusiastic about AI use in dating apps either. A recent survey carried out by Cosmopolitan magazine and Bumble of 5,000 gen-Zers and millennials found that 69% of respondents were excited about “the ways AI could make dating easier and more efficient”.

An even higher proportion (86%) “believe it could help solve pervasive dating fatigue”. A surprising 86% of men and 77% of the women surveyed would share their message history with AI to help guide their dating app conversations.


Dating today can feel like a mix of endless swipes, red flags and shifting expectations. From decoding mixed signals to balancing independence with intimacy, relationships in your 20s and 30s come with unique challenges.Love IRL is the latest series from Quarter Life that explores it all.

These research-backed articles break down the complexities of modern love to help you build meaningful connections, no matter your relationship status.


It’s not hard to see why AI is so appealing for dating app users and providers. Dating apps seem to be losing their novelty: many users are reportedly abandoning them due to so-called “dating app fatigue” – feeling bored and burnt out with dating apps.

Apps and users might be hopeful that gen-AI can make dating apps fun again, or if not fun, then at least that it will make them actually lead to dates. Some AI dating companions claim to get you ten times more dates and better dates at that. Given that men tend to get fewer matches on dating apps than women, it’s also not surprising that we’re seeing more enthusiasm from men than women about the possibilities AI could bring.

Talk of gen-AI in connection to online dating gives rise to many ethical concerns. We at the Ethical Dating Online Network, an international network of over 30 multi-disciplinary academics interested in how online dating could be more ethical, think that dating app companies need to convincingly answer these worries before rushing new products to market. Here are a few standout issues.

Pitfalls of AI dating

Technology companies correctly identify some contemporary social issues, such as loneliness, anxiety at social interactions, and concerns about dating culture, as hindering people’s dating lives.

But turning to more technology to solve these issues puts us at risk of losing the skills we need to make close relationships work. The more we can reach for gen-AI to guide our interactions, the less we might be tempted to practise on our own, or to take accountability for what we communicate. After all, an AI “wingman” is of little use when meeting in person.

Also, AI tools risk entrenching much of dating culture that people find stressful. Norms around “banter”, attractiveness or flirting can make the search for intimacy seem like a competitive battleground. The way AI works – learning from existing conversations – means that it will reproduce these less desirable aspects.

Woman looking annoyed and upset at phone
Gen-AI may reproduce the negative elements of online dating culture.
fizkes/Shutterstock

Instead of embracing those norms and ideals, and trying to equip everyone with the tools to seemingly meet impossibly high standards, dating app companies could do more to “de-escalate” dating culture: make it calmer, more ordinary and help people be vulnerable. For example, they could rethink how they charge for their products, encourage a culture of honesty, and look at alternatives to the “swiping” interfaces.

The possibility of misrepresentation is another concern. People have always massaged the truth when it comes to dating, and the internet has made this easier. But the more we are encouraged to use AI tools, and as they are embedded in dating apps, bad actors can more simply take advantage of the vulnerable.

An AI-generated photo, or conversation, can lead to exchanges of bank details, grooming and sexual exploitation.

Stopping short of fraud, however, is the looming intimate authenticity crisis. Online dating awash with AI generated material risks becoming a murky experience. A sincere user might struggle to identify like-minded matches on apps where use of AI is common.

This interpretive burden is annoying for anyone, but it will exacerbate the existing frustrations women, more so than men, experience on dating apps as they navigate spaces full of with timewasting, abuse, harassment and unwanted sexualisation.

Indeed, women might worry that AI will turbo-charge the ability of some men to prove a nuisance online. Bots, automation, conversation-generating tools, can help some men to lay claim to the attention of many women simultaneously.

AI tools may seem like harmless fun, or a useful timesaver. Some people may even wholeheartedly accept that AI generated content is not “authentic” and love it anyway.

Without clear guardrails in place, however, and more effort by app companies to provide informed choices based on transparency about how their apps work, any potential benefits of AI will be obscured by the negative impact it has to intimacy online.

The Conversation

The authors do not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and have disclosed no relevant affiliations beyond their academic appointment.

ref. AI can be your wingman when online dating – but should you let it? – https://theconversation.com/ai-can-be-your-wingman-when-online-dating-but-should-you-let-it-254666