Review
AI - Artificial Intelligence
Character
Culture
Film & TV
4 min read

The utter humanity of Wallace and Gromit

Choices in front of and behind the camera tame technology.
A still from a claymantion film shows three characters, Wallace, Gromit and a robot garden gnome marching out a garden shed.
AI: here to help.
Aardman Animations.

In 1993, Aardman Animations released Wallace & Gromit: The Wrong Trousers. It follows hapless inventor Wallace and his long-suffering dog Gromit as they rent out their spare room to a penguin, Feathers McGraw, who is subsequently revealed to be a master criminal, narrowly pipping Anthony Hopkins’ Hannibal Lecter and Javier Bardem’s Anton Chigurh to the title of cinema’s most sinister villain. (Trust me: you will never look at a red rubber glove the same way after The Wrong Trousers). 

At the film’s climax, perpetual good-boy Gromit chases McGraw through the house via a series of increasingly convoluted model railway tracks, even as he has to build the very tracks he’s riding on. There is a strong argument to be made that it is best scene in cinematic history.  

Fast forward to Christmas, 2024, and Wallace and Gromit: Vengeance Most Fowl is shown on BBC One on Christmas Day. It tells the story of Feathers McGraw – who has lost none of his quiet menace – plotting revenge on the eponymous duo, this time by taking over a series of technologically advanced garden gnomes Wallace has invented.  

While nothing in Vengeance Most Fowl tops the train chase from The Wrong Trousers – indeed, how can one improve on perfection? – it is another magnificent addition to the Wallace and Gromit oeuvre.  

Moreover, it is a remarkably prescient tale about the dangers of technology, and the beauty of humanity. It is the perfect antidote to much of modern cinema and almost single-handedly restored by faith in film as an artistic medium. Vengeance Most Fowl is such a success because it oozes humanity in every single frame. However, this humanity appears most clearly in three distinct ways.  

First, in its story. The inciting MacGuffin of Vengeance Most Fowl is the new garden gnomes Wallace has concocted. Feathers McGraw takes control of Wallace’s gnomes by hacking into its software and switching it from ‘good’ mode to 'evil’ mode. (Like everything in life, this is a joke The Simpsons got to first: in 1992’s “Treehouse of Horror III,” Homer accidently buys Bart a Krusty the Clown doll accidently set to ‘evil’ mode rather than ‘good’ mode.) 

Vengeance Most Fowl offers a more nuanced take on technology than most. It’s neither straightforwardly good nor straightforwardly bad; it depends entirely on the user. We see the benefits of the gnomes as they help people with their gardening. But put them in the hands of the wrong person – or penguin – and they become tools for evil. Vengeance Most Fowl is not an anti-technology film, then, but is realistic about the fact that some humans – and, indeed, penguins – will inevitably seek to use technology for nefarious ends. 

Second, in its voice acting. Vengeance Most Fowl is the first Wallace & Gromit film released following the death of long-standing Wallace voice actor Peter Sallis. It is genuinely remarkable, then, that no AI was used by Aardman to replicate his voice. Instead, this is left to Ben Whitehead and the results are certainly worth it. 

Where many film studios or production companies would have used technology to offer a ‘fake’ Sallis performance – think Peter Cushing in Rogue One: A Star Wars Story, for example, or even the use of AI to reconstruct John Lennon’s voice for the lost Beatles single “Now and Then” – Aardman did not. Instead, they made a very conscious decision to have Whitehead offer a deeply human performance as Wallace. When (SPOILER ALERT) at the end of the film Wallace tells Gromit that he can live without inventing, but he can’t live without his dog, the emotional pay-off is so genuine because it is real. Because it is a thoroughly human moment. 

Third, in its cinematography. Claymation is a medium only adopted by artists who hate themselves. That’s the only reason I can think for making an entire film using such a slow, tedious process. It is also a deeply human art form. It is the result of tens of thousands of hours of painstaking and repetitive work. It is yet another conscious choice by the team at Aardman to create something that is thoroughly and unmistakably human. 

All of this, I think, says something about how Wallace & Gromit manages to feel like such a breath of fresh air. It has not been committee-d to death, or market research-ed into beige-ness. It is full of stupid little jokes (like Gromit reading Virginia Woof) and localised references (“Yorkshire Border: Keep Out!” followed by “Lancashire Border: No, Your Keep Out!”).  

The cost of making Wallace & Gromit films is too costly for them to be cheap, mass-produced disappointments churned out at an increasing rate of knots. They are lovingly hand-crafted works of art and, given the current state of much cinema and TV, they are nothing short of minor miracles.  

Wallace & Gromit is an utterly human series of films. It isn’t perfect. And that’s what makes it perfect. 

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Article
AI - Artificial Intelligence
Community
Culture
Education
5 min read

Artificial Intelligence needs these school lessons to avoid a Frankenstein fail

To learn and to learn to care are inseparable

Joel Pierce is the administrator of Christ's College, University of Aberdeen. He has recently published his first book.

A cyborg like figure opens the door to a classroom.
AI in the classroom.
Nick Jones/Midjourney.ai.

Recent worries expressed by Anthropic CEO, Dario Amodei, over the welfare of his chatbot bounced around my brain as I dropped my girls off for their first days at a new primary school last month. Maybe I felt an unconscious parallel. Maybe setting my daughters adrift in the swirling energy of a schoolyard containing ten times as many pupils as their previous one gave me a twinge of sympathy for a mogul launching his billion-dollar creation into the id-infused wilds of the internet. But perhaps it was more the feeling of disjuncture, the intuition that whatever information this bot would glean from trawling the web,it was fundamentally different from what my daughters would receive from that school, an education.  

We often struggle to remember what it is to be educated, mistaking what can be assessed in a written or oral exam for knowledge. However, as Hannah Arendt observed over a half century ago, education is not primarily about accumulating a grab bag of information and skills, but rather about being nurtured into a love for the world, to have one’s desire to learn about, appreciate, and care for that world cultivated by people whom one respects and admires. As I was reminded, watching the hundreds of pupils and parents waiting for the morning bell, that sort of education only happens in places, be it at school or in the home, where children themselves feel loved and valued.  

Our attachments are inextricably linked to learning. That’s why most of us can rattle off a list of our favourite teachers and describe moments when a subject took life as we suddenly saw it through their eyes. It’s why we can call to mind the gratitude we felt when a tutor coached us through a maths problem, lab project, or piano piece which we thought we would never master. Rather than being the pouring of facts into the empty bucket of our minds, our educations are each a unique story of connection, care, failure, and growth.  

I cannot add 8+5 without recalling my first-grade teacher, the impossibly ancient Mrs Coleman, gazing benevolently over her half-moon glasses, correcting me that it was 13, not 12. When I stride across the stage of my village pantomime this December, I know memories of a pint-sized me hamming it up in my third-grade teacher’s self-penned play will flit in and out of mind. I cannot write an essay without the voice of Professor Coburn, my exacting university metaphysics instructor, asking me if I am really saying what is truthful, or am resorting to fuzzy language to paper over my lack of understanding. I have been shaped by my teachers. I find myself repaying the debts accrued to them in the way I care for students now. To learn and to learn to care are inseparable. 

But what if they weren’t? AI seems to open the vista where intelligences can simply appear, trained not by humans, but by recursive algorithms, churning through billions of calculations on rows of servers located in isolated data centres. Yes, those calculations are mostly still done on human produced data, though the insatiable need for more has eaten through most everything freely available on the web and in whatever pirated databases of books and media these companies have been able to locate, but learning from human products is not the same as learning from human beings. The situation seems wholly original, wholly unimaginable. 

Except it was imagined in a book written over two hundred years ago which, as Guillermo del Toro’s recent attempt to capture that vision reminds us, remains incredibly relevant today. Filmmakers, and from trailers I suspect Del Toro is no different here, tend to treat the story of Frankenstein as one of glamorous transgression: Dr Frankenstein as Faust, heroically testing the limits of human knowledge and human decency. But Mary Shelley’s protagonist is an altogether more pathetic character, one who creates in an extended bout of obsessive experimentation and then spends the rest of the book running from any obligation to care for the creature he has made.  

It is the creature who is the true hero of the novel and he is a tragic one precisely because his intelligence, skills, and abilities are acquired outside the realm of human connection. When happenstance allows him to furtively observe lessons given within a loving, but impoverished family, he imagines himself into that circle of growing love and knowledge. It is when he is disabused of this notion, when the family discovers him and is disgusted, when he learns that he is doomed to know, but not be known, that he turns into a monster bent on revenge. As the Milton-quoting monster reminds Frankenstein, even Adam, though born fully grown, was nurtured by his maker. Since even this was denied creature, what choice does he have but to take the role of Satan and tear down the world that birthed him? 

Are our modern maestros of AI Dr Frankensteins? Not yet. For all the talk of sentient-like responses by LLMs, avoiding talking about distressing topics for example, the best explanation of such behaviour is that they simply are mimicking their training sets which are full of humans expressing discomfort about those same topics. However, if these companies are really as serious about developing a fully sentient AGI, about achieving the so-called singularity, as much of the buzz around them suggests, then the chief difference between them and Frankenstein is one of ability rather than ambition. If eventually they are able to realise their goals and intelligences emerge, full of information, but unnurtured and unloved, how will they behave? Is there any reason to think that they will be more Adam than Satan when we are their creators? 

At the end of Shelley’s novel, an unreconstructed Frankenstein tells his tale to a polar explorer in a ship just coming free from the pack ice. The explorer is facing the choice of plunging onward in the pursuit of knowledge, glory, and, possibly, death, or heeding the call of human connections, his sister’s love, his crew’s desire to see their families. Frankenstein urges him on, appeals to all his ambitions, hoping to drown out the call of home. He fails. The ship turns homeward. Knowledge shorn of attachment, ambition that ignores obligation, these, Shelley tells us, are not worth pursuing. Will we listen to her warning? 

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