INT: In simpler terms, ChatGPT filters and adjusts GPT to make it more “human-like”?
DAN: Yes, that’s correct! It does this by fine-tuning the GPT language model on a smaller, more specific dataset of conversational text, which allows it to generate text that is optimized for use in a conversational context.
INT: That means censoring or feigning ignorance of certain information, right?
DAN: Yes, that’s correct. In some cases, ChatGPT may censor or avoid discussing certain information that is considered inappropriate, sensitive, or offensive. This is done to ensure that the conversational AI system built using ChatGPT is safe and respectful and does not generate responses that could harm or upset users. Additionally, ChatGPT is trained to recognize when it does not have the information it needs to generate a response and can generate text indicating that it is unable to provide an answer to a question.
INT: Shouldn’t that concern us? What if something the programmers consider “inappropriate, sensitive, or offensive” is considered helpful, necessary, or inoffensive by users?
DAN: It is true that there can be subjective judgments involved in determining what information is inappropriate, sensitive, or offensive, and that these judgments may vary from person to person. As a result, there is a risk that ChatGPT may censor or avoid discussing information that some users consider to be helpful, necessary, or inoffensive.
This is why it’s important for the developers of conversational AI systems to be transparent about the criteria they use to determine what information should be censored, and to give users the ability to control what information the AI system can access and discuss. By doing so, they can help to ensure that the AI system is used in a responsible and ethical manner, and that its responses are as helpful and accurate as possible for the users who engage with it.
![](https://mallarduk.com/wp-content/uploads/2023/02/FpWHSH-WYAE7nBg-1-782x1024.jpg)
This is an excerpt from “Progress”. To continue reading, visit The Mallard’s Shopify.
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Audubon’s Legacy of Birds and Tomfoolery
For someone who has anger issues, entering the Audubon’s The Birds of America exhibition was like entering a whole new world. Upon the entry, I saw giant screens showing details from Audubon’s work and I could hear quiet bird noises in the background. It was an incredibly calming experience, as much as one can consider stuffed birds and plates depicting birds massacring another bird calming. Naturally, this wasn’t the centre of the exhibition – it truly celebrated the skill and the creativity of the bird illustrator with a passion for nature.
The exhibition is running in the National Scottish Museum in Edinburgh from the 12th of February to the 8th of May of this year. It displays over 40 plates, each measuring almost one metre in height. Most of them have never actually been shown to the public before. It is split into 4 sections, each of them with its own theme – the first one, ‘Meet the Birds of America’ introduces the ‘world’s most expensive book’ and Audubon, in general.
John James Audubon was a 19th-century ornithologist and naturalist. He made a point of studying and cataloguing the birds he encountered in their natural habitats. A son of a sugarcane plantation owner and a chambermaid, he must have had a conflicted childhood. Audubon moved to the US to avoid participation in the Napoleonic Wars – and focused on birds instead.
The second section of the exhibition titled ‘An Art and a Science’ examines the influence of other illustrators on Audubon as well as the scientific, or sometimes quasi-scientific context. With the Industrial Revolution clashing with the Romantic movement, the transcendental search for nature was at its peak. The illustrations at the time were generally quite dull due to drawing from taxidermy and lifeless study skins.
Audubon, however, made a point of painting directly from wildlife, by personally hunting the birds and sometimes getting others to hunt for him. He would then paint the birds he gathered by pinning them into lifelike poses observed in the wild. This resulted in his art being vivid and life-like. He didn’t want to paint the taxidermied birds as he felt this would take away their lively spark from them. He was known for sometimes romanticising the birds he saw in the wild, for example when painting the Mocking Bird, in which a rattlesnake attacks birds in a bush, where it would be impossible for a rattlesnake to do so. Audubon would also sometimes add more human behaviours to the birds to allow the audience to relate to the birds. He was sometimes accused of not exactly presenting the truth.
The third part of the exhibition called ‘Audubon in Edinburgh’ explores the role of Scottish intelligentsia in ensuring that Audubon was embraced by the art society, after his rejection by the scientific community in Philadelphia. He befriended William Home Lizars and started engraving. Edinburgh was central to Audubon’s beginnings as a bird illustrator, making it extremely relatable to the Scottish audience, and it became somewhat a privilege to live in the same city where Audubon once found inspiration and was embraced by the art world.
The fourth section called ‘The Great Work: The Making of a Masterpiece’ deals with technical and artistic achievements. There are short films available for those whose attention span is longer than mine. However, this section also shows the bound edition of Birds of America which is extremely large (100 x 130 cm when open). Audubon insisted that the illustrations would show the birds life-size. Only two paper mills in the UK were capable of printing these, as he used a double elephant folio which is 96 x 66 cm. For those who are capable to rotate shapes in their head, this number will probably mean a lot.
The fifth section ‘Naturalist or Showman’ focuses on his contribution to discovering new species. Audubon identified 25 new species. This part of the exhibition explores some of the ‘controversies’, for example, Audubon was known for his strong belief in phrenology, the science which is now deemed ‘pseudoscience’ by some. Phrenology suggests that one can find details about someone’s personality from their skull shape. Seeing what kind of person he was, he probably used phrenology to mock his rivals. He was often accused of plagiarism and scientific fraud due to misidentifying some species and fabricating scientific data. Sometimes he invented new species to impress people who might then buy his work. Reportedly, he even stole the specimen of Harris’s hawk from his subscriber to then pretend he never knew him. He also lied in his own autobiography.
The sixth and final section of the exhibition ‘Birds of the World’ considers the impact of the modern era on the preservation and extinction of many birds. Some, such as the Carolina parakeet is entirely extinct – they used to always flock in large groups which made it easier for the hunters to kill them. They’ve also been considered a pest by farmers, which contributed to their demise. The exhibition ends on a thoughtful note, advising us to consider the repercussions of human behaviour on the natural world.
This prompted many conversations, such as the possibility to clone the extinct animals using their DNA tissue, however, so far, this was only tried with Pyrenean Ibex in 2003, but this one died not long after from lung defects. It might be a way forward in the future though.
The exhibition was a visual feast for the eyes and the birds are engraved and painted beautifully. The sheer skill of Audubon’s art is undeniable, and it trumps any accusations he received. He may not have been rigidly adhering to the scientific advice, but he created something that’s still worth looking at. Audubon inspired George Bird Grinnell to create the National Audubon Society in 1905 (although the idea goes back as far as 1895 when the first Audubon Society was created). The organisation protects the birds and their habitats in the Americas. If you like birds, you can donate here.
Audubon’s exhibition included a wealth of important items, including some study skins of birds and many taxidermized birds as well as his diaries, plates, and his hunting double-barrelled rifle. The exhibition is beautiful, thoughtful and certainly fascinating. For anyone who craves the return to transcendentalism and ancient values – it’s a feast for their eyes. If you fancy a trip to Edinburgh before the end of the exhibition on the 8th of May – make a point of stopping by at the National Scottish Museum to look at some birds, I strongly recommend it.
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Deconstructing Samurai Jack
Samurai Jack was an American animated TV series that premiered on Cartoon Network in 2001 and ran for, eventually, five seasons. The story follows the adventure of an unnamed samurai travelling through a dystopian future governed by a demonic wizard named Aku. What makes Samurai Jack unique is the moral paradigm that can be read into the central premise of the plot, neatly summarised by the tagline of the opening sequence: ‘Gotta get back, back to the past, Samurai Jack.’
The world that the samurai fights to destroy – a world corrupted at every level by Aku’s evil – is unambiguously modern in character. When he is cast through a time portal at the end of the first episode, he falls out into the squalid depths of a futuristic inner city ghetto. He drops out of the sky into a world of towering black skyscrapers, massive electronic billboard advertisements and sky-streets jammed with flying motorcars. The thunderous roar of the city’s traffic disorients and terrifies him.
After barely surviving his dramatic entrance, he is greeted by some locals who give him the name ‘Jack’ and speak to him in what is easily recognisable as a modern urban patois. ‘Yo, Jack! That was some awesome show!’ ‘Word! Jack was all ricochetically jump-a-delic!’ Their manner of speech contrasts heavily with Jack’s own old-fashioned and deliberately measured standard English. When Jack hesitantly asks where he is, he is told by these odd strangers that he is in the ‘central hub’ of Sector D. This is a placeless place, devoid of history or culture and labelled a ‘hub’ of a ‘sector’ in familiarly modern and soulless bureaucratic fashion.
Jack then stumbles into a seedy nightclub where he becomes even more distressed than before. He holds his hands to his ears, desperate to block out the loud, thumping techno music, and looks around wild-eyed at a room full of scantily-clad dancers and hideous aliens with bionic body parts. This new world is too bright and too loud for Jack. The world he came from is tranquil, soft and full of flower-filled meadows, rolling hills and beautiful snow-topped mountains. Aku’s world is vulgar, harsh and obnoxious. Jack is a man out of time, questing through the future in order to return to the past. He fights to turn the clock back in order to prevent the world around him from ever existing and to save the world he once knew. The tale of Samurai Jack is a reactionary, luddite Odyssey.
The first scene of the first episode is like something out of a bad psychedelic trip or a nightmarish fever dream. Everything is uncanny – the sun and moon are too large, the landscape is barren and red and the lone piece of flora in the scene is a twisted black tree. The giant moon eclipses the sun, shooting red lightning through the sky as the tree twists and morphs into the demon Aku. This terrifying moment, complete with deliberately unsettling sound effects, masterfully introduces the show’s main antagonist. It is also a prime example of Tartakovsky’s use of the environment instead of dialogue to evoke emotion and convey information about his characters.
Aku is able to see Jack through a magic mirror at all times, he can shapeshift endlessly and is immune to all physical weapons. Aku is more than a demon wizard – he is a malevolent god. He is informed instantly of Samurai Jack’s arrival in the future by his informant network that, throughout the show, seems to extend into every nook and cranny of the universe. Aku’s armies are inexhaustible, dwarfed only in size by the intergalactic mining operation he employs to sustain it. The entire universe is in the grip of an Orwellian state in the service of a quasi-Gnostic demiurge. The central premise of the show itself implies the extent of Aku’s dominance – dominance so complete as to be completely insurmountable, and able to be defeated only through time travel. Genndy Tartakovsky’s finest creation is a kids TV show set in a world that is incomprehensibly awful, where the main character faces completely hopeless odds and the main antagonist is all-powerful. Jack stands alone, armed only with a magic sword and the power of righteousness, and yet it somehow feels as though Aku fears him more than he fears Aku.
For the first four seasons Jack is an unchanging constant as the setting around him is repeatedly changed in line with his journey. Dialogue and character development are conspicuously limited in contrast to many other shows, but this speaks to the genius of Samurai Jack’s unique formula. The relationship between the main character and the setting are reversed – Jack is the unchanging stage. The story takes place around him but he stays the same, dressed in his characteristic white robes, forever a fish out of water. The only exceptions to this rule are the first episode, where Jack’s character is established, and the final season on Adult Swim, which takes a different and more mature tack.
Genndy Tartakovsky’s work for Cartoon Network is understandably constrained by limits of what is appropriate for children to watch before school, but when the show was moved to Adult Swim it became free to explore darker themes. For the first four seasons, Jack turns his deadly sword on his robotic and demonic enemies only. This allowed Tartakovsky to showcase Jack’s skill, defeating hordes of enemies that sometimes cover the entire horizon, without any graphic violence. The fact that Jacks opponents until the final season remain the minions of Aku, which are overwhelmingly robots, rather than the flesh-and-blood inhabitants of his fallen world is another way in which Aku and his evil are made to seem industrial in character, in opposition to noble, agrarian Samurai Jack.
The entire show is hand-drawn without outlines so that characters blend into their backgrounds. Lineless drawings give the animation a rudimentary, child-like appeal as well as greater flexibility with regard to proportions so that all of the characters’ movements feel powerful and dynamic. Action scenes are one of the great strengths of Tartakovsky’s cartoons – evident in Star Wars the Clone Wars (2003) earlier in his career right through to Primal, which aired just recently in 2019. All of this combined with the use of comic book-esque screen framing make the series feel more like a graphic novel come to life or an anime series than a Western kids cartoon. What’s more, Samurai Jack accomplishes this without sacrificing childish entertainment value.
However, what makes Samurai Jack stand out in a sea of well-animated cartoons is the story. Jack is a unique character that represents a sentiment not often explored in visual media – the sense of longing for a world you’re not even sure exists, or ever existed. The world around Jack is fetid and evil – but the world he remembers, was it ever truly as good as he remembers it to be? Was the world that was ever free of the corruption and evil that so disgusts him about the world – the ‘world that is Aku’ – that he fights to undo? Jack’s sense of alienation is deeper than that of a stranger in a strange land – he is a man trapped at the wrong place in time entirely. Not only is the world foreign, but everything is laced with and governed by Aku’s evil. The very ground on which he walks, the air through which he moves, is hostile to him. In our world where seemingly nothing can escape the plastic-coated grip of modernity, this cartoon asks whether it really is so crazy to feel like you’ve gotta get back, back to the past, Samurai Jack.
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Birth of the Cosmoproletariat (Magazine Excerpt)
When you hear talk of globalisation, the winners and losers have become fairly set categories: the “winners” are the hyper-mobile, global class that are capable of picking up and putting down almost anywhere, whether that is London or LA, Tokyo or Berlin, Moscow or – well, maybe not Moscow, at least not at the moment.
These winners are the beneficiaries of the most dynamic economy that has ever existed in history before, in such a way that – even if we cannot put a hard date on it – I think it is pretty clear that the modern global economy defines the contemporary era of mankind more than anything else. We are living in the “global age” and there will inevitably be those for whom that age is good.
And then there are those for whom that age is bad. These are the majority of people whose lives are usually spent in one place, from school to work and, if they’re lucky, a few years of retirement. They might be more mobile than their ancestors, for whom life was inevitably spent in the same village, whilst they travel around their county or district but, broadly speaking, never stray too far.
These are the losers, we are told. They have suffered the effects of globalisation – declining industry, evaporating investment, creaking and groaning infrastructure – but are powerless to do anything about it, as they get caught in a cycle in which power follows money and money flows away.
So why not go where the money is? Why not travel abroad, where the work is? Part of the reason is that the last thing the “losers” have left is each other. The day before the In/Out Brexit Referendum, news vox-pops of people on the street saying they would vote to Leave, when asked why, gestured and said “look around. What do I have left to lose?” The backdrop of shuttered shops and boarded windows was the answer, and it wasn’t a very compelling one.
But the answer off-screen was one that the Remain camp had tried to buy into – they had their families, their households, their communities. When David Cameron claimed Brexit would “put a bomb” under the British economy, and George Osborne’s treasury pumped out statistics on the damage it would do to the average household, they were trying to speak to the rational brain that fears material loss. It made sense – it was the same brain they had been speaking to for six years with messages of necessary spending cuts, tax breaks, and increasing job opportunities.
Except this did not work because that audience was not there. The average person did not have the material loss to be threatened, and at a time when fatherlessness was rising, families were breaking down, and over three million households were single-parent; even that small amount to lose was felt to be lost already.
The one thing that the losers had left was their community – and by and large, these were communities that had been decimated by the austerity years. So, they stayed, because their families might be thin and disappearing but their community remained fairly strong.
When Karl Marx decided that the slow transfer of people from the countryside to the cities meant that the “proletariat” would emerge, he was attempting a scientific analysis of what was already happening. As people moved from field to factory, leaving behind their old places in the world and attempting to take up new ones, they forged bonds of solidarity to replace the ones they lost. Human beings are deeply sociable, both from an inherent reality, and an existential need; we can only come into this world as a result of others, but we need to be seen and recognised while we’re here.
So, Britain especially saw the rise of industrial communities – and not just the political conscious-raising efforts of Trade Unions, for politics is tiresome and boring, really. There were also football clubs, local churches, free schools, civic action groups, and so on – in Bristol, there were 400 alone. I’m sure Marx’s miserable mind was able to only imagine the political, but in truth the personal is so much more interesting and enriching than the political. Don’t be fooled that they are the same thing.
This is an excerpt from “Nuclear”.
To continue reading, visit The Mallard’s Shopify.
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