AI is taking over many aspects of our lives, including creating works of art. Can this be true? Let’s go and knock on Alan Turing’s door and ask him.

Alan Turing, developed a test to answer the question: Can machines think? The test, called the Imitation Game, replaces the question with a practical test of intelligent behaviour. It involves a human judge who communicates (usually via text) with another human and a machine behind a wall. The judge asks questions and receives answers, and shape must determine which is the machine and which is the human. Although Turing’s test was about intelligent behaviour the same approach can be taken to test creativity. So let’s set up an experiment where you the reader are the judge, and you have to decide which of the following poems were written by AI.

Let’s start. At the end of each poem ask yourself: could this have been written by AI or a human? Here is the first one:

The poem captures the effect of Spring on the poet. Now for the next one:

This poem describes how the changes in the flora and fauna send signs that Spring has started. Finally,

Before you read on - stop for a few minutes and make your decision.

Which one was generated by AI? The first poem was written by Tom B, Year 6, who is showing early signs of being a fine poet. I hope that he is still writing. The last poem was by E E Cummings. He uses both form and format to depict spring as a gentle, precise, and creative force that subtly transforms the world, much like a hand rearranging a window display. The second poem was generated by AI, and its comes down to you and what it means to you. But I feel that the second poem lacks any depth compared to the other two.

It is nearly impossible to define what turns a few words laid out in a certain way into a poem. But a good poem should invoke an emotional response. The AI-generated poem put together words that describe spring; we don’t experience a moment in Spring that the others produce.

You may have picked the AI-generated poem; maybe not. But I hope that you agree that AI has a long way to go before it is labelled ‘creative’. If you are a budding poet, then keep writing; you will be ahead of AI for many years.

It is easy to look at the weather and conclude that climate change is happening. It seems to be getting either wetter or drier for longer periods of time. But drawing that conclusion would cause the philosopher Aristotle to shake his head in disapproval.

Let’s look at an example to find out what is frustrating Aristotle. We know that if it rains, the pavement gets wet. We walk outside one day and see that the pavement is wet; therefore, we conclude that it has rained. But this is where the argument goes wrong. The ground might be wet because we live next door to a keen gardener and their sprinkler was on, or another neighbour has washed their car, or worse, a water pipe leaked; there are any number of other reasons.

If we take a similar approach with linking climate change and the weather. We could follow the following reasoning:

• If greenhouse-gas–driven climate change is happening, we will see more extreme weather,
• We see extreme weather,
• Therefore, greenhouse-gas–driven climate change is happening.

But there could be other reasons. The climate can be influenced by solar changes, volcanic eruptions, ocean cycles, orbital variations and land-use changes. Climate scientists are well aware of this and take a different approach to avoid the mistaken argument.

Returning to the example. We walk outside and see that the pavement is wet. The possible causes are that it has rained, the neighbour’s sprinkler was on, or someone has washed their car. Rather than jumping to a conclusion, we should ask, “How likely is each possible cause?” Before seeing the pavement, our expectations are that it is fairly likely that it had rained, less likely that a sprinkler was on, and somewhere in between that a car had been washed. Then ask: How well does each cause explain the wet pavement? If it rained, a wet pavement is very likely. If a sprinkler were on, it would also be quite likely. If someone washed a car, maybe only part of the pavement is wet.

After seeing the wet pavement, you might reason; rain is still the most likely, because we live in a wet part of the country, and therefore it was already fairly likely and strongly explains the wet pavement. A sprinkler becomes possible, especially if you know that your neighbour is a keen gardener. Car washing becomes less likely unless we see other clues (like soap or a hose). This approach is not asking, “What could cause this?” but asking, “Which cause is most likely given both my prior knowledge and the evidence?”

Climate science does not rely on one heatwave, one storm or one flood to draw conclusions about the effect of climate change on the weather. Instead, they use: long-term statistical patterns, multiple independent lines of evidence, and quantitative physical models. They combine all of this evidence to give a probabilities that climate change is influneced by human activity compared to other effects. For example, since 2017 about 93% of extreme heat events studied showed that climate change made them more likely or more severe. For the 126 rainfall or flooding events studied, 56% found human activity had made the event more likely or more severe, for the 81 drought events it’s 68%.

To cut through the noise from the socials about weather and climate change why don’t you look at the global studies at Carbon Brief, where accurate science is carried out, and then make your own mind up. That would get a thumbs up from Aristotle.

The best summary of the benefits from reading is in a book about managing a football team. Reading the list of benefits, a question sprung to mind - can reading books improve mental health?

In Marcelo Bielsa: The Foundation of Success at Leeds United, which describes the background to their 2018/19 season, Salim Lamrani writes: “The benefits of reading are many, as it develops intelligence, consolidates memory, strengthens concentration, stimulates imagination, enriches vocabulary, improves knowledge, increases communication skills, spreads culture, strengthens reflection and analytical skills, reduces stress levels, contributes to the opening of the mind, and the development of sensitivity and empathy, represents an accessible mode of distraction and brings happiness”. Some of the players were surprised by the idea while others were regular readers, but they were all willing to take part. The reading activity was integrated into the player’s weekly schedule.

Reading can reduce stress by focusing on a story, ideas, or knowledge, which shifts the mind away from stressful thoughts. It also allows temporary experience in another world. For example, reading a novel lets the imagination explore different places, lives, and problems, which gives a break from immediate concerns and helps the mind reset. Reading, especially slower forms like novels or essays, encourages deep focus, which has the opposite effect of fast digital stimulation, and allows the mind to move into a calmer state, similar to meditation. Stories often help people process emotions indirectly by identifying with characters who face loss, conflict, and uncertainty. This helps people understand and regulate their own feelings. Also, reading improves understanding which strengthens the mind’s ability to control behaviour, emotions, and thoughts, and helps to manage stress and emotional reactions.

Ongoing research is being carried into the benefits for mental health and well-being. For example, the National Institute for Health and Care Research has researched the impact of reading as part of a group. Other initiatives such as Reading for Wellbeing, funded by the best-selling crime fiction author Ann Cleeves, facilitate access to books and support reading for pleasure to improve well-being. More articles are appearing that describe the benefits of book clubs, such as increasing social connection, which combats loneliness.

Leeds United were promoted at the end of the 2019/20 season. Hopefully, reading books as part of their training schedule played a small part in their success. Joining a reading group could be prescribed by GPs and included as part of the revamped NHS’ Integrated Care Systems?

What is the connection between climate change and football? Apart from the fans standing in the driving rain and supporting their team, there is very little. But dig a bit deeper and you will find an interesting comparison.

Imagine it is the start of a new football season and you are beginning to think about how well your team will perform. Will they win the league? To assess their chances, you will take into account a wide range of factors: buying and selling players over the summer, strengths of the coach and background staff, size and quality of the squad, strengths and weaknesses of the other teams in the league, and so on. With all these factors bubbling in your head, mixed with gut feeling, you come up with a 50% chance of them winning the league. After about 10 games your team is 2nd in the league with 8 wins, 1 draw, and 1 loss. At this point you ask yourself a few questions: How likely is this table position if your team is really a title contender? How likely is your team not a title contender? Based on your answers, you revise your estimates to a 75% chance of winning the league. Of course table position isn’t enough because the first 10 games may have been against weaker teams; therefore, it is weak evidence that your team will win the league. At midseason your team has dropped to 5th position and injuries are piling up; therefore, your estimate may fall back to, say, 50%. As the season progresses, you are gathering more information and update your beliefs about the success of your team.

So what does all this have to do with climate change? Climate science follows the same process but with many more factors: laws of physics covering the effect of the sun on the earth; the motion of winds and the jet stream and their effect on the earth; historical climate data; future CO₂ emissions; economic and population growth; the list goes on. These factors and many more are combined to give an estimate of, say, a 70% chance that the five-year average warming for 2025-2029 will be more than 1.5°C. After a few years various measurements such as atmospheric CO_{2, emissions, surface temperature, radiation measurements, etc. are used to assess whether the original estimate has to be updated.}

The link between football and climate change is that you start with lots of different types of information and come up with your best estimate. As more information arrives, you update your estimate to give a better estimate. In the case of football, it is the performance of the team assessed against its position in the league table. For climate change it is the new information coming from the latest measurements from around the world.

Next time you are trying to work out if your football team is going to win the league, give a thought to the complex problem that climate scientists work on, whose predictions we all depend on.

The Reverend Thomas Bayes showed how rational belief should be updated in light of new evidence, and his theorem now underpins fields ranging from statistics and machine learning to medicine, physics, climate science, economics, and everyday decision-making.

In an interview with broadcaster and environmental campaigner Chris Packham, many themes emerged about the lack of progress in combating climate change and biodiversity loss. One stood out; most MPs ignore science. How can environmental campaigners change the situation?

The interview, A War on Climate Change: Are Environmental Activists Losing The Fight? with Amol Rajan, covered many topics: the scale of the problem, little political action, the lack of success of net zero policies, and so on. All the topics depend on science to analyse them and develop solutions. But science gets a mixed reception: it can solve immediate problems such as health but is viewed with scepticism when it threatens livelihoods. How we live is driving climate change and biodiversity loss; therefore, science is the key tool in guiding us forward.

Managing the change in how we live boils down to the ‘rule of thirds’: One third of the people understand why change is needed and therefore get behind it, one third are unsure and need persuading and supporting, and the final third will never agree with the need to change and therefore will resist it. A fundamental problem is that a large part of the UK population doesn’t have a strong enough background in science to understand why change is needed. Around 1 in 8 ¹ of the population have a background in STEM subjects, but for those with a clear understanding of climate science, the situation will be worse. The situation is not better with MPs, where the best estimate is that roughly 15–17% of them have a STEM-related background. Against this background we shouldn’t be surprised that changes in the way we live to mitigate climate change are slow and, in some cases, stopped.

Environmental campaigners need to do two things. First, make science more accessible to as many people as possible and show how to use it to take positive action in everyday life. It is a similar approach with MPs. With a better use of science, then new policies can be introduced that will improve the situation and remove fear about the change that will happen in people’s lives. Secondly, following the ‘rule of thirds’, using the first third of the people who have already accepted change is required to help convince the middle third who are unsure. The build-up of momentum in opinion will hopefully start to chip away at the resistance of the final third. Only then will we see a significant improvement in our impact on the environment.

Until science takes a more prominent role in the action we all take, we will be stumbling towards a very difficult future. When the next environmental campaign comes through the socials, ask what science it is based on - if it is more wishful thinking, then move onto some activity that is centred on science.

^{1. There is no estimate for the number of people in the UK that have enough background to understand the importance of climate science. Therefore, to get an estimate, I used STEM-related jobs, which is roughly 9.4 million of the working population. For the number of the retired population with STEM-related backgrounds, I assumed half of the 55+ group, which could be of the order of 1 million or more. I also included A-level students, who should be able to understand the basics of climate science, which was about 313,000 students in 2025. Adding all of the crude estimates together gives an estimate of 1 in 8 people, but I suspect that the ratio is much worse.}