Category Archives: Soapbox

Going around in circles

I spent a day last month marking essays that were part of the assessment for a postgraduate module I have been teaching about engineering leadership. I use Boyatzis’s theory of self-directed learning to talk about how students can develop their leadership competences. Then, we ask the students to reflect on the leadership and ethical issues associated with one or two incidents they had experienced or observed vicariously. Most of the time we teach engineering students to make rational technical decisions based on data; so, they find it difficult to reflect on their feelings and emotions when faced with ethical and leadership dilemmas. We show them Gibbs’s cycle for reflective thinking and encourage them to use it to structure their thoughts and as a framework for their essay.  There are obvious and natural similarities between the theories of Boyatzis and Gibbs.  Of course, some students use them and some don’t. However, so far, this is an assignment for which they cannot use an essay mill or a large language model, because we ask them to write about their personal experiences and feelings; and LLMs do not understand anything, let alone feelings.

Goleman D, Boyatzis R & McKee A, The new leaders: transforming the art of leadership into the science of results, London: Sphere, 2002, p.139.

I have written previously on teaching leadership, see for example ‘Inspirational Leadership‘ on March 22nd 2017, ‘Leadership is like shepherding‘ on May 10th 2017, ‘Clueless on leadership style’ on June 14th 2017.

More than human

Decorative imageIn his recent book, ‘The Place of Tides’, James Rebanks writes ‘the age of humans will pass.  Perhaps the end has already begun though it may take a long time to play out’.  I grew up when nuclear armageddon appeared to be the major threat to the future of life on Earth and it remains a major threat, especially given current tensions between nations.  However, other threats have gained prominence including both a massive asteroid impact, on the scale of the one that caused the extinction of the dinosaurs 66 million years ago, and climate change, which caused the largest mass extinction, killing 95% of all species, about 252 million years ago.  The current extinction rate is between 100 and 1000 times greater than the natural rate and is being driven by the overexploitation of the Earth’s resources by humans leading to habitat destruction and climate change.  Humans are part of a complex ecosystem, or system of systems, including soil systems with interactions between microorganisms, plants and decaying matter; pollination systems characterised by co-dependence between plants and pollinators; and, aquatic systems connecting rivers, lakes and oceans by the movement of water, nutrients and migratory species.  The overexploitation of these systems to support our 21st century lifestyle is starting to cause systemic failures that are the underlying cause of the increasing rate of species extinction and it is difficult, if not impossible, to predict when it will be our turn.  In his 1936 book, ‘Where Life is Better: An Unsentimental American Journey’, James Rorty observes that the most dangerous fact he has come across is ‘the overwhelming fact of our lazy, irresponsible, adolescent inability to face the truth or tell it’.  Not much has changed in nearly one hundred years, except that the global population has increased fourfold from about 2.2 billion to 8.2 billion with a corresponding increase in the exploitation of the Earth for energy, food and satisfying our materialistic desires.  A recent exhibition at the Design Museum in London, encouraged us to think beyond human-centred design and to consider the impact of our designs on all the species on the planet.  A process sometimes known as life-centred design or interspecies design.  What if designs could help other species to flourish, as well as humans?

References:

Rebanks, James, The place of tides, London: Penguin, 2025.

Rorty, James, Where life is better: an unsentimental journey.  New York, Reynal & Hitchcock, 1936.  (I have not read this book but it was quoted by Joanna Pocock in ‘Greyhound’, Glasgow: Fitzcarraldo Editions, HarperCollins Publishers, 2025, which I have read and enjoyed).

Image: Photograph of Pei yono uhutipo (Spirit of the path) by Sheraonawe Hakihiiwe, a member of the Yanomami Indigenous community who live in the Venezuelan and Brazilian Amazon. One of a series of his paintings in the ‘More than Human‘ exhibition at the Design Museum which form part of an archive of Yanomami knowledge that reflects the abundance of life in the forest.

Ancient models and stochastic parrots

Decorative image of a parrot in the parkIn 2021 Emily Bender and her colleagues published a paper suggesting that the Large Language Models (LLMs) underpinning many Artificial Intelligence applications (AI apps) were little more than stochastic parrots.  They described LLMs as ‘a system for haphazardly stitching together sequences of linguistic forms it has observed in its vast training data, according to probabilistic information about how they combine, but without any reference to meaning’.  This has fuelled the ongoing debate about the real capabilities of AI apps versus the hype from the companies trying persuade us to use them.  Most AI apps are based on statistical analysis of data as stated by Bender et al; however, there is a trend toward physics-based machine learning in which known laws of physics are combined with machine-learning algorithms trained on data sets [see for example the recent review by Meng et al, 2025].  We have been fitting data to models for a very long time.  In the fifth century BC, the Babylonians made perhaps one of the greatest breakthroughs in the history of science, when they realized that mathematical models of astronomical motion could be used to extrapolate data and make predictions.  They had been recording astronomical observations since 3400 BC and the data was all collated in cuneiform in the library at Nineveh belonging to King Ashurbanipal who ruled from 669-631 BC.  While our modern-day digital storage capacity in data centres might far exceed the clay tablets with cuneiform symbols found in Ashurbanipal’s library, it seems unlikely that they will survive five thousand years as part of the data from the Babylonians’ astronomical observations has done and still be readable.

References:

Bender, E.M., Gebru, T., McMillan-Major, A. and Shmitchell, S., 2021, March. On the dangers of stochastic parrots: Can language models be too big?🦜. In Proceedings of the 2021 ACM conference on fairness, accountability, and transparency (pp. 610-623).

Meng C, Griesemer S, Cao D, Seo S, Liu Y. 2025. When physics meets machine learning: A survey of physics-informed machine learning. Machine Learning for Computational Science and Engineering. 1(1):20.

Wisnom, Selena, The library of ancient wisdom.  Penguin Books, 2025.

Image: Parrot in the park – free stock photo by Pixabay on Stockvault.net

Staying connected to reality via literature

Decorative image of a painting by Sarah EvansFor most of this year, I have not been a frequent visitor to bookshops so I am not suffering from tsundoku [see ‘Tsundoku’ on May 24th, 2017].  Instead, I have been unable to resist borrowing books from people when visiting them for weekends [see ‘Fictional planetary emergencies’ on June 4th, 2025].  This has allowed me to enjoy Open Water by Caleb Azumah Nelson, Oranges Are Not the Only Fruit by Jeanette Winterson, Fen by Daisy Johnson, and Eight Months on Ghazzah Street by Hilary Mantel.  The last one describes the experiences of the narrator living in a Middle Eastern country while her husband works as civil engineer on a lucrative employment contract.  It is a thriller but the cultural differences between life in a Middle Eastern kingdom and the West for a professional woman are shocking and perhaps should be a ‘must-read’ for anyone tempted by lucrative job offers in the Middle East.  A month or so later, I borrowed from the same bookshelf Hope and Other Dangerous Pursuits by Laila Lalami and The Optician of Lampedusa by Emma Jane Kirby.  ‘Hope’ describes a boat journey across the Straits of Gibraltar from Morocco to Spain by migrants and the back stories of the migrants that induced them to take the extraordinary risks of paying a people trafficker for the crossing in an overcrowded small boat.  The ‘Optician’ is a first person account of someone who, when cruising in their boat with a group of friends, rescued dozens of migrants from the Mediterranean Sea after their boat sank.  However, the rescue was too late for hundreds of men, women and children.  The book deals with the grief of the rescuers and their shock at the response of the Italian authorities.  In a world in which many people are becoming increasingly tribal and insular, within their own bubble [see ‘You’re all weird!’ on February 8th, 2017], it is crucial that WEIRD (Western, Educated, Industrialised, Rich, Democratic) people stay connected with the realities created by our addiction to fossil fuels and the deep inequalities of wealth – literature can help us connect, especially literature based on real-life experience.

References:

Caleb Azumah Nelson, Open Water, Penguin Books, 2022.

Daisy Johnson, Fen, Penguin Books, 2017.

Emma Jane Kirby,  The Optician of Lampedusa, 2017.

Hilary Mantel, Eight Months on Ghazzah Street, Harper Collins Publishers, 2004.

Jeanette Winterson, Oranges Are Not the Only Fruit, Penguin Books, 2025.

Laila Lalami, Hope and Other Dangerous Pursuits, Algonquin Books, New York.

Image: Painting by Sarah Evans owned by the author.