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- Neuralink: Mind Over Matter? | OmniSci Magazine
< Back to Issue 7 Neuralink: Mind Over Matter? by Kara Miwa-Dale 22 October 2024 edited by Weilena Liu illustrated by Aisyah Mohammad Sulhanuddin What if I told you that you could control a computer mouse with just your thoughts? It sounds like something straight out of a sci-fi movie, doesn’t it? But this isn’t fiction… Welcome to the brain-computer interface, a device which is able to record and interpret neural activity in the brain, enabling direct communication between your mind and a computer. Tech billionaire Elon Musk founded ‘Neuralink’, a company developing coin-sized brain-chips that can be surgically inserted into the brain using a robot. Neuralink made headlines a few months ago by successfully implanting their brain-chip, dubbed ‘Telepathy’, into their first trial patient, Noland Arbaugh. While there were a few technical glitches, it seems to be working relatively well so far. Noland has been able to regain some of the autonomy that he lost following a devastating spinal cord injury. He is even able to play video games with a superhuman-like reaction speed, thanks to the more direct communication route between the Neuralink implant and his computer. But it doesn’t stop there; Elon Musk’s ultimate vision is to have millions of people using Neuralink in the next 10 years, not only to restore autonomy to those with serious injuries, but to push the boundaries of what the human brain is capable of. He thinks that Neuralink will allow us to compete with AI and vastly improve our speed and efficiency of communication, which is ‘pitifully slow’ in comparison to AI. Neuralink implants may seem like an incredible leap in scientific technology, but what will happen if they become normalised in our society? Let’s imagine for a moment … Jade, April 7th 2044 Shoving my jacket into my bag, I dart out of the hospital and pull onto the main road in my Tesla. As I speed past the intersection, I see a giant advertisement plastered on a sleek building: ‘Neuralink: Seamless Thoughts, Limitless Possibilities’. When I signed up to get a Neuralink implant, all I’d thought about were the infinite possibilities of how it would change my life – not what could go wrong. I wish I could say that I was brainwashed into getting a Neuralink, or that I had no choice in the matter. But the truth? I got an implant so that I could be ‘ahead of the crowd’ and because I was so frustrated at feeling inadequate compared to the other doctors at my hospital. When I graduated medical school, at the top of my class, people told me that I would do ‘great things’ and ‘change the world’. I followed the standard path, landing my first job and climbing the ranks one caffeine-fuelled shift at a time. I loved my job. Every time I saved a life, it felt like all my effort had paid off. Then Neuralink happened. I still remember the day Dr Maxwell - a doctor I worked with - proudly announced that he’d ‘bitten the bullet’ and gotten the implant. Over the coming weeks, we watched in awe: his diagnoses were quicker and more accurate than any human could imagine, and he went home as energetic as he’d arrived. Now, the extra hours I spent figuring out tricky cases were no longer a representation of my work ethic, but a symptom of my inadequacy compared to the Neuralink-enhanced doctors. One by one, my colleagues signed up for the implant. I hated the thought of having something foreign nestled in my brain, recording my brain’s neurons every second of the day. I told myself I wouldn’t let peer pressure get to me. But, as I watched those around me get promoted while I continued to work endless days, the frustration started to build. One afternoon, the department head came into my office to tell me that they were reconsidering the renewal of my contract. I wasn’t ‘keeping up’ with my Neuralink-enhanced colleagues. “We respect your personal decision, of course,” she said with hollow politeness. I wasn’t keen on being pressured into it, but at the same time, I genuinely believed that the implant would improve my life. When I told my friends and family about getting an implant, they were concerned. They tried to list all the things that could go wrong, but I came up with enough reasons to convince myself that it was the right decision. Once they saw how incredible the Neuralink device was, I thought, they would want one too. *** I’m jolted back to reality as the car veers slightly left, and I manually yank the wheel to correct it. Perhaps my implant glitched for a second… *** Everything changed after I had my Neuralink implanted. I was the only person in my family who had one, although a couple of friends did. At first, I felt invincible. The phenomenal speed with which I was able to come up with previously challenging diagnoses was thrilling. I was able to process enormous amounts of data and draw connections that I had never been able to before. It was addictive to feel that I was working at my full potential, using my newfound ‘superpower’ to save more lives than ever. About a month in, my thoughts began racing uncontrollably, until I felt like I was drowning in a flood of information. Sometimes, the input was so overwhelming that my head pounded and I struggled to breathe. My thoughts didn’t even feel like mine anymore. Family and friends started to grow more and more distant from me. This device was stuck inside my brain like superglue, and sometimes I just wanted to dig it right out of my skull. When I asked the doctor about removing it, he looked at me and smirked, “Why on earth would you want to get rid of such a game-changing device? Neuralink’s the new normal, honey. Get used to it.” *** A honk startles me as a car zooms past, nearly colliding with mine. I turn into a quieter street to regain my composure. But then – suddenly – thoughts of accelerating the car bombard my mind – so loud that I can barely hear myself think. The speedometer rises from 60 to 80 to 100 km an hour. I desperately try to disconnect my Neuralink from the car, to manually override the system – anything that will slow the car down. I start pushing random buttons hoping that I will get some kind of response. A red light flashes on my dashboard. ERROR. SIGNAL DISRUPTED BY UNKNOWN USER. I look up and meet the panicked eyes of a woman pushing a man in a wheelchair. Noah, April 7th 2044 The sun makes its final, glorious descent below the horizon, painting a beautiful array of pinks and oranges across the sky. I take a deep breath as Sophia, my support worker, pushes me along the road. We’re on our way to the grocery store, just in time for the end of day specials, which are all I can afford right now. Since my accident, I’ve tried my best to appreciate what I have, but it isn’t easy. Some days, I’m filled with rage as I struggle to complete daily tasks that I did on autopilot before my accident – back when I wasn’t confined to a wheelchair. It’s been hard to come to terms with this new body that I’m stuck with, and all the ways it seems to betray me. I miss the simple things – going to the grocery store by myself or playing board games with friends. But most of all, I miss working as an architect. I loved seeing my clients’ faces light up as they imagined the memories they would make in the new homes I had designed. This sense of satisfaction was taken from me the moment I was paralysed from the neck down. It’s why I’m so desperate to get a Neuralink implant. I would get one right this second if they weren’t so expensive. The Neuralink device isn’t covered by my insurance because the government claims that it wouldn’t be ‘cost effective’. While it won’t restore movement in my arms and legs, this implant would give me some precious freedom back. Maybe if I keep saving and take out a loan, I’ll have just enough to cover it and get my life back … *** “God, these Tesla drivers think they own the road!” I chuckle at Sophia, as a Tesla races towards the crossing in this 40km zone. As we begin to cross the road, I realise that the Tesla is showing no signs of slowing down. The car swerves violently, hurtling towards us without mercy. Sophia’s face pales as she frantically tries to push me out of the road. I squeeze my eyes shut, bracing for impact. Bibliography: Cernat, M., Borțun, D., & Matei, C. (2022, April). Human-Computer Interaction: Ethical Perspectives on Technology and Its (Mis) uses. In International Conference on Enterprise Information Systems (pp. 338-349). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-39386-0_16 Fridman, Lex. (Host). (2024, August 3rd). Elon Musk: Neuralink and the Future of Humanity (No 438). [Audio podcast episode]. In Lex Fridman Podcast. https://lexfridman.com/elon-musk-and-neuralink-team/ Jawad, A. J. (2021). Engineering ethics of neuralink brain computer interfaces devices. Perspective , 4 (1). https://doi.org/10.23880/abca-16000160 Oravec, B. Neurotechnology, Ethical Privacy, and Information Technology. Knighted , 36. https://www.mga.edu/arts-letters/docs/knighted-journal/Issue-6.pdf#page=37 Youssef, N. O. A., Guia, V., Walczysko, F., Suriyasuphapong, S., & Moslemi, C. (2020). Ethical concerns and consequences of Neuralink. Natural Science. https://rucforsk.ruc.dk/ws/files/75503337/NIB3_Group1_Neuralink.pdf Previous article Next article apex back to
- Terrible Lizards and their Terrible Reconstructions | OmniSci Magazine
< Back to Issue 10 Terrible Lizards and their Terrible Reconstructions by Kaya Czerwinska 2 June 2026 Illustrated by Esme MacGillivray Edited by Vicenta Wheatley This comes as a surprise to nobody, but it isn't the easiest task in the world to figure out an extinct creature’s appearance, habitat and behaviour from a few bones. Our understanding of animals is constantly evolving with new discoveries and technology, much like the species themselves. Yet, no matter how cunning we are to glean all kinds of fascinating history about those who lived so long before us, we humans can't always get it right. Let’s take a walk down memory lane to look at some of history’s more eccentric paleontological reconstructions! Stegosaurus Figure 1 W.H. Ballou’s Vision of a Flying Stegosaurus. Note. Image reproduced from (3). Stegosaurus is one of the more well-known dinosaurs and can be easily spotted among a child’s plastic figurine set. When presented with something Stegosaurus -shaped, one is left with very little doubt in their mind that it is, indeed, a Stegosaurus . There’s no modern animal quite like it. However, this distinctness is exactly what gave scientists trouble when they first discovered it. More specifically, why did it have plates on its body, and where were they supposed to go? Othniel Charles Marsh, the paleontologist who discovered it, initially believed that the plates sat flat over its back like armour or roof tiles (1). This is where its name, which translates to ‘roofed lizard’, came from. The confusion did not end after realising the plates were supposed to stand upright, though. Imaginations ran wild as their function remained unclear. One 1912 edition of the Cincinnati Enquirer claimed that they were used for defence against predators, calling Stegosaurus the ‘most grotesque animal’ and ‘a freak of nature’ (2). Another article, written by William Hosea Ballou, was published in the Ogden Standard-Examiner in 1920, suggesting that it used its plates like wings for gliding or flight (3). This was considered absurd even for the time, but was certainly charming to picture. To this day, what our spiky friends used their plates for is up for debate. Some of the more recent hypotheses are that they assisted with regulating temperature or colourful displays, which have been supported by the discovery of channels inside the plates that might have held blood vessels (4). However, even once we conclusively figure out what their true function was, flying Stegosaurus will remain a whimsical and creative interpretation. Elasmosaurus Figure 2 Cope’s Initial Reconstruction of Elasmosaurus with its Head on the Wrong End. Note. Image reproduced from (5). Sometimes, one can get so distracted by workplace drama that they can’t make head nor tail of the work they’re supposed to be doing - literally. This was the case for Edward Drinker Cope, a rival of Othniel Charles Marsh (who described Stegosaurus ). Both paleontologists competed to discover more new species, often criticising and even sabotaging each other’s work. In 1869, Cope attempted to describe a new marine creature called Elasmosaurus , which had four flippers and a long neck, almost like the Loch Ness monster (5). Unfortunately, he made one crucial error. In his reconstruction, he had mistakenly attached the head to the tail end instead of the neck. While it was quickly pointed out and fixed, Cope’s blunder was much to the amusement of Marsh, who frequently mentioned it in order to call Cope a ‘careless’ scientist who rushed his work (6). People tend to use this moment as an example of the many insults and arguments Marsh and Cope threw at each other during their lifelong feud. However, an animal like Elasmosaurus had not been seen before, and it’s very common for lizards to have long tails. Deciding that the longer end must be the tail wouldn’t have been a completely unreasonable guess at the time. At the end of the day, it’s important to remember that paleontologists during their time were working from much less information than we have today. Hallucigenia Figure 3. Initial Reconstruction of Hallucigenia Walking Using Spines. Note. Image reproduced from (7). Hallucigenia ’s name means ‘hallucination’ or ‘dream producer’, which is a good indicator of the experience scientists had while attempting to figure this creature out. It lived around 505 million years ago during the Cambrian era, a time when evolution was being particularly experimental (7). All kinds of strange, worm-like creatures were wandering the ocean floor, and many of them were very small. This certainly doesn’t help scientists trying to interpret the vague and cryptic shapes these animals can create when they become fossils. The first proposed idea about Hallucigenia was that it moved on a set of stiff, straight legs, with tentacles coming out of its back (8). If that wasn’t confusing enough, there was also a mysterious stain near one end of the initial fossil’s body, prompting debate about which side was the head. The mystery was finally solved when a second specimen was discovered, sitting in the rock at a different angle that allowed its legs to be seen more clearly. The ‘legs’ were actually spines on its back, and its real legs were the ‘tentacles’ (9). Scientists had been looking at it upside-down the whole time. While we finally know roughly what it looked like, Hallucigenia continues to be somewhat of an enigma to this day, with many things left to figure out about its place in the tree of life and its relatedness to other species. Oviraptor Figure 4. Oviraptor Embryo from Flaming Cliffs. Note. Image reproduced from (12). As a fossilised animal’s behaviour can’t be observed in action, scientists often rely on context clues from the environment that the fossil was found in. This was the case for a dinosaur discovered on top of a nest of fossilised eggs in 1924. The new species was named Oviraptor , meaning ‘egg thief’, in reference to the belief that it preyed on the eggs of another dinosaur called Protoceratops (10). However, some later analyses revealed that Oviraptor didn’t have teeth well-suited for eating eggs, and probably didn’t include them in its diet (11). It was later discovered that the eggs from the original specimen contained not Protoceratops , but baby Oviraptor embryos - Oviraptor had been framed for eating its own children (12). While the mistake has been rectified for several decades by now, it is still food for thought that humanity’s first instinct was to assume this dinosaur was hunting the eggs and not incubating them. There has, first through our knowledge gaps and later through pop culture portrayals, persisted an idea of dinosaurs as nothing more than scaly, destructive beasts. Dinosaurs are unintelligent and run purely on impulse. Dinosaurs kill on sight. Dinosaurs would never take care of their children. Yet, they did. Humans are not the only animals capable of caring or compassionate acts, and Oviraptor is a reminder to be careful of anthropocentrism. Woolly Rhinoceros Figure 5. Reconstruction of the ‘Unicorn’ by Gottfried Wilhelm Leibniz. Note. Image reproduced from (13). Almost the holy grail of paleontological blunders is the Magdeburg Unicorn. Not knowing how to put together a Woolly Rhinoceros skeleton is understandable, but this specific reconstruction of one has many notable issues, including a lack of back legs and a completely missing torso. The glaring inaccuracies can be attributed to the fact that the fossil was discovered and reconstructed in the 1600s, long before any other examples in this article (13). Paleontology as a discipline was still in its infancy, and beliefs in creatures such as unicorns were still common. Thus, when a number of woolly rhinoceros and woolly mammoth bones were discovered in a cave, inexperience and superstition combined to manifest them into a brand new creature. The origin of the horn is somewhat dubious but was most likely a narwhal tusk (14). As paleontology advanced, the unicorn’s status as a plausible reconstruction gradually slipped away. However, on a bad day, it’s still helpful to picture a living Magdeburg Unicorn frolicking through fields in all its bizarre glory. Perhaps if this article had been written a few years from now, there would be a few new entries about animals that we think we understand well today. The only constant truth in science is that it never stops moving forward. With every step, we leave behind a piece of what we thought the truth was, and it’s only fair to show some appreciation for those who laid the path. However, two things can be true at once. We can respect the hard work of each scientist in history who has made attempts to improve humanity’s understanding of the world around us. And we can also laugh at the fact that in hindsight, many of those attempts turned out to be spectacularly strange. References Marsh OC. A new order of extinct Reptilia (Stegosauria) from the Jurassic of the Rocky Mountains. Zenodo [Internet]. 1877 Dec 1; Available from: https://zenodo.org/record/1450038#.YoPJRIjMLrc The Ogden standard-examiner. (Ogden, UT), Aug. 15 1920. https://www.loc.gov/item/sn85058393/1920-08-15/ed-1/ . "Was Most Grotesque Animal" Newspapers.com . The Cincinnati Enquirer, 22 June 1912. https://www.newspapers.com/article/the-cincinnati-enquirer-was-most-grotesq/113116207/ . Farlow JO, Hayashi S, Tattersall GJ. Internal vascularity of the dermal plates of Stegosaurus (Ornithischia, Thyreophora). Swiss Journal of Geosciences. 2010 Aug 24;103(2):173–85. Cope ED. The Fossil Reptiles of New Jersey (Continued). The American Naturalist. 1869 Apr 1;3(2):84–91. Davidson JP. Bonehead mistakes: The background in scientific literature and illustrations for Edward Drinker Cope’s first restoration of Elasmosaurus platyurus. Proceedings of the Academy of Natural Sciences of Philadelphia. 2002 Oct;152(1):215–40. Conway Morris S. A new metazoan from the Cambrian Burgess Shale of British Columbia. Palaeontology. 1977;20(3):623–40. Stephen Jay Gould. Wonderful life : the Burgess Shale and the nature of history. New York: W.W. Norton & Company; 1989. Ramsköld L, Xianguang H. New early Cambrian animal and onychophoran affinities of enigmatic metazoans. Nature. 1991 May;351(6323):225–8. Henry Fairfield Osborn. Three new Theropoda, Protoceratops zone, central Mongolia. American Museum Novitates. 1924 Jan 1;144:1–12. Barsbold, R. "Khishchnye dinosavry mela Mongoliy" [Carnivorous Dinosaur of the Cretaceous of Mongolia]. Transactions of the Joint Soviet-Mongolian Paleontological Expedition . 1983 19: 5–119. Norell MA, Clark JM, Demberelyin D, Rhinchen B, Chiappe LM, Davidson AR, et al. A Theropod Dinosaur Embryo and the Affinities of the Flaming Cliffs Dinosaur Eggs. Science. 1994 Nov 4;266(5186):779–82. Gottfried Wilhelm Leibniz. Protogaea. University of Chicago Press; 2008. Kolfschoten, Thijs. THE WOOLLY RHINOCEROS FROM SEWECKENBERGE NEAR QUEDLINBURG (GERMANY). 157. 39-48. doi:10.11588/propylaeum.868.c11306. Previous article back to Fact & Fiction Next article
- It’s Dangerous to Go Alone | OmniSci Magazine
< Back to Issue 9 It’s Dangerous to Go Alone by Julia Lockerd 28 October 2025 Illustrated by Jason Chien Edited by Luci Ackland It’s safe to say that as a species, we have done a fair bit of thinking over the years. From microbes to mammals, to mapping the stars, we have always searched for ways to make meaning of the world and its many mysteries. Every day, the amount of knowledge possessed grows, building on the ideas we learn from each other. But what is knowledge without someone to know it? And how can we build a reliable foundation upon which to amass this knowledge? Many modern philosophers take a ‘what’s mine is mine’ approach to epistemology – the development of knowledge – with ideas like trust and collaboration altogether excluded from the recipe for ‘good science’ (1). Philosopher John Locke suggests that an ‘autonomous knower’ (2) – that’s you! – should only accept input from someone existing outside the self if she already possesses empirical evidence confirming that input is true (3). That is to say, don’t believe anything you read online, or in a book, or hear from your friend, or your professor alone. Basically, don’t believe the sky is blue unless you can look outside and see it for yourself. This seems like a hard way to live and makes it nearly impossible to make any headway on scientific advancement. If there is truly no way to build on previous knowledge, how do we measure anything at all? When considering scientific disciplines, the (presumably brooding) ‘autonomous knower’ must give up her lone wolf life and finally make some friends. This is not only for her emotional benefit, but also because science simply cannot occur without it. Epstein (2006) argues that the three main drivers of scientific collaboration are as follows: 1. The topic demands it. This applies to fields such as cognitive psychology, where the topic is an amalgam of different specialisations. 2. To gain a new perspective. Researchers interviewed by Epstein highlighted how collaboration helps them gain new approaches and techniques. 3. To provide additional knowledge. Although it’s all well and good to assert you should only believe what you can prove yourself (looking at you, Locke), collaboration is crucial to avoid ‘reinventing the wheel’ every time you want to learn something new (4). This last reason, by its very nature, proves that, despite my best efforts, no one person can possess the whole of human understanding by herself. Thus, the ‘many-headed knower’ makes her appearance on stage. This version of the knower exists as an alternative to Locke’s Autonomous Knower, where multiple individuals can share fragments of a greater epistemic idea. Without it, whole scientific disciplines can be reasoned away as no single person possesses the evidence to prove the scientific idea exists (2). For example, many medical devices could not be realised without input from both clinicians and engineers. If knowledge cannot be shared between these two groups, MedTech might cease to exist at all. With the multiheaded knower by your side, you can now solve scientific conundrums with the power of friendship (or, begrudging teamwork if it’s 11.59pm and you’re still working on that group project due at 12.00am). To fully grasp how systems of collaboration function, we need to investigate the interpersonal relationships that make up the heads of the knower. Generally, these relationships are of two kinds: Moral and Epistemic trust. Returning to our old friend, the multi-headed knower, epistemic trust allows multiple heads to exist, while moral trust in social bonds between researchers keeps her many heads attached. Epistemic trust involves the acceptance of knowledge provided by an external source as true. While trustworthiness often evokes a sense of superior moral value, epistemic trust has far more to do with the perceived competency of the individual providing information. Wagenknecht calls these relationships ‘Epistemic Dependence’ (5). The word dependence here is interesting, as it reveals a certain vulnerability in the relationship between researchers. Wagenknecht likens it to someone asking for directions in a foreign city. Simply, it is a blind trust that one's partner knows the way to go and is capable of leading them there. But where does this trust come from? If trust were truly blind, I could justify my lab results with a simple ‘Trust me bro,’ and my supervisor would go ‘Fantastic. Nobel prize for you.’ Unfortunately, this isn’t how it works, and my career trajectory will (probably) look a little more complicated. It is instead proposed that there are ‘shades of trust and distrust’ that can be influenced by external modifiers, such as accurate conduct of experiments, analysis of results, and epistemic authority. In this model, trust is a dynamic concept that builds or deteriorates between trustees over a chain of interactions (5). If a series of interactions is positive and trust is progressively built up, at some point, an asymptotic limit of trust will be reached. However, the level of epistemic trust between any two researchers is high but never complete, even when there is no reason to doubt the other's testimony. This is good news for Locke, as there still might be a space in which his autonomous knower can exist in happy isolation. Moral trust, the far less popular younger brother of Epistemic trust, is the scrappy underdog in the world of scientific relationships. It is argued that morality shouldn’t even get a seat at the big kids' table, as there is no place for it in scientific collaboration (2). This raises the ever-devious question: why not lie? A little fudge of the numbers could make you the next Elizabeth Holmes, minus the jail time and general disgrace (6). To find an answer, I turn to T.M. Scanlon’s ‘What We Owe Each Other’ (7). Specifically, in chapter five, he discusses the ever-sexy ‘structure of moral contractualism’. Scanlon explores a set of moral requirements that must be accepted or rejected based on the concern we hold for another's well-being, their own personal values, and perspective. Simply, academic falsification is rare because one researcher owes it to another to give a truthful testimony. Returning to the analogy of being lost in a foreign city, what keeps the locals from sending a tourist in the wrong direction out of laziness or fun? I argue that it is the acceptance of a moral principle out of concern for another person's well-being. Immanuel Kant believed lying was always wrong, in every situation (a stance I’m sure made him suuuuuuuuper fun to be around) (8). If this is true, the structure of scientific collaboration must surely crumble in the absence of moral trust (9). Interestingly, Scanlon discusses the place of ‘impersonal values’ in the development of moral code. This relates to reasons for adherence to a moral code that does not pertain to the well-being or status of any one individual. He uses the preservation of the Grand Canyon as an example. We do not deface the Grand Canyon because it would harm any particular group of people, and we cannot argue that this principle is 'what we owe to others', as the canyon doesn't have any personal feelings (that we know of). Instead, only the value we have tied to the land itself stops us from turning it into the biggest lazy river in the world (7). In the context of research, not only do we owe it to each other to adhere to truthfulness, but we also owe it to science as a concept. Essentially, if you’re not doing science with a pure and truthful heart, you’re not doing science at all. Someone needs to tell Dr. Evil about this. As scientific communities have relied more and more on each other to produce collaborative results, science as a whole has become somewhat of a team sport. I argue that while epistemic and moral are two different forms of trust – or even the same form of trust applied to different issues – they both contribute to the social basis of scientific collaboration. Trust in itself is a purely social concept; just as knowledge cannot exist without a 'knower', trust cannot exist without two people, between whom that trust can exist. Therefore, whether you subscribe to the idea that moral trust has any place in scientific collaboration, it is indisputable that there is a social level to any interaction between researchers. This is to say nothing about the more 'frivolous' aspects of collaboration in which personal opinions, egos, and attitudes have been anecdotally proven to affect the quality of collaborative work. Science, at its core, is about understanding. It makes sense that we can’t even get off the ground if we don't start by understanding each other. References 1. J. Locke. An Essay concerning Human Understanding. www.gutenberg.org , 1689. Available: https://www.gutenberg.org/files/10615/10615-h/10615-h.htm 2. J. Hardwig. The Role of Trust in Knowledge. The Journal of Philosophy . 1991;88(12):693. doi: 10.2307/2027007 3. R. W. Grant. John Locke on Custom’s Power and Reason’s Authority. The Review of Politics. 2012;74(4) 607–629.doi: 10.2307/23355688. Available: https://www.jstor.org/stable/23355688 4. S. Epstein. Making Interdisciplinary Collaboration Work. Available: https://www.cs.hunter.cuny.edu/~epstein/papers/collaboration.pdf . [Accessed: Mar. 29, 2024] 5. S. Wagenknecht. Facing the Incompleteness of Epistemic Trust: Managing Dependence in Scientific Practice. Social Epistemology . 2014;29(2):160–184. doi: 10.1080/02691728.2013.794872 6. E. Fricker. Testimony and Epistemic Autonomy. The Epistemology of Testimony . 2006:225–245. doi: 10.1093/acprof:oso/9780199276011.003.0011 7. T. M. Scanlon. What We Owe to Each Other. 1998. Available: https://www.hup.harvard.edu/file/feeds/PDF/9780674248953_sample.pdf 8. T. L. Carson. Kant and the Absolute Prohibition against Lying. Lying and Deception . 2010:67–87. doi: 10.1093/acprof:oso/9780199577415.003.0004 9. Immanuel Kant. An Answer to the Question: What is Enlightenment? by Immanuel Kant 1784. Marxists.org , 1798. Available: https://www.marxists.org/reference/subject/ethics/kant/enlightenment.htm Previous article Next article Entwined back to
- Rewilding Our Cities with Dr Kylie Soanes | OmniSci Magazine
< Back to Issue 9 Rewilding Our Cities with Dr Kylie Soanes by Ciara Dahl 28 October 2025 Illustrated by Jess Walton Edited by Arwen Nguyen-Ngo When you think of nature, I bet the last things that come to mind are skyscrapers, freeways and footpaths. Welcome to the hidden world of urban ecology! I recently spoke to urban ecologist and prolific science communicator Dr Kylie Soanes about the challenges of conserving wildlife in urban environments, and what drives her to protect nature in our cities. Dr Kylie Soanes is determined to protect wildlife in our urban environments. (1) A research fellow at the University of Melbourne, Soanes describes herself as “your friendly neighbourhood wildlife scientist” on a mission to “save nature in cities and towns.” Her projects range from designing rope bridges to help endangered possums cross busy roads, to installing floating wetlands that bring biodiversity back to our urban waterways. Cities are a bustling weave of people and places, but where does nature belong in all of that chaos? That’s the question Soanes has dedicated much of her career to exploring. Like many of us, she grew up in a classic urban environment, longing to get into the wild. Her passion for learning about the natural world eventually grew into a career studying ecology and conservation at university. There is a common assumption that nature doesn't belong in cities. However, Soanes emphasises that cities are a “perfect place for people to connect with nature; there’s heaps of amazing biodiversity here”, adding that “it doesn't always have to look like the pristine natural conditions for it to be valuable”. She emphasises that communicating this message is the "first real step" in shifting mindsets. Soanes notes that urban ecology is often more about working with people than with science, explaining that “there are still people in this space that need to use it." Urban ecologists must be skilled collaborators, working with communities and experts across disciplines – from architects and engineers, to social scientists and artists – to reach solutions that balance the needs of nature and people. But what happens when communities don't feel seen by urban plans? A recent effort to protect swamp wallaby habitat along the Merri Creek Trail by diverting pedestrian traffic was met with concern from the community about personal safety (2). Cases like these highlight the challenges urban ecologists face every day when trying to make space for nature in our cities. Soanes argues that it is critical for urban ecologists to discuss “social risks and social justice, to make sure that we're not changing cities in a way that makes it worse for people". Public outcries like these often stem from communities that are faced with “a decision that they think that they weren't involved in”. The biggest tool in an urban ecologist's belt is community consultation, "so that everybody is brought along on the journey and we can make the right call for everyone." Some of Soanes’ favourite work is not just about protecting nature in cities, but putting it back. She speaks about creating new habitats in urban spaces, such as floating wetlands that transform bleak industrial wastelands into thriving ecosystems, or even rooftop gardens that reclaim space for nature. One of the most exciting areas of urban ecology includes restoring locally extinct species. Soanes cites the example of the endangered Key’s Matchstick Grasshopper, which was reintroduced to Royal Park in 2022 to restore the local population and support a healthy ecosystem (3). Often, such projects are overlooked in urban areas. She explains how they are frequently “put in the too hard basket”; but there is now a shift in focus towards “physically reintroducing species once we know that all the things that they need are there". So, where can we find some of Melbourne’s most exciting urban ecology projects? You can spot the floating wetlands in various locations along the Yarra River (4), and native wildflower meadows planted on roadsides throughout the city (5). Ever spotted those wooden boxes on trees around Melbourne’s gardens? They’re not decorations – they’re artificial hollows providing safe places for wildlife to nest (6). Additionally, “lots of councils are really embracing water sensitive urban design" by installing "miniature wetlands that slow rainwater down and clean it up before it hits our stormwater system" (7). The City of Melbourne has installed floating wetlands in the Yarra River since 2022. (4) Soanes also emphasises how cultural values and knowledge can be woven into urban ecology projects. She points to the revitalised Moonee Ponds Creek as an example, noting “it has a calendar for the Wurundjeri seasons and a beautiful cultural trail.” Projects like these offer valuable opportunities for communities to connect not only with nature, but with culture. So, how can we make our own homes more wildlife-friendly? Soanes encourages asking, “What can I add to make living here easier for species other than me? ”. It could be as simple as planting a few more native plants in your garden. As the warmer months approach, placing birdbaths or shallow water trays outside can help wildlife keep cool, “especially as our cities become hotter and drier”. Outside of her work as a researcher, Soanes has a strong social media presence, using it as a platform to share her conservation messages with the wider public. She emphasises that science communication is "about making your messages and your science accessible not just to the broader public, but to the people making decisions". Dr Kylie Soanes platforms her conservation messages on social media. (8) Soanes argues that "showcasing and celebrating those stories of success" gives people "hope that they can make change in their area", while inspiring councils and urban land managers to apply similar solutions. She acknowledges that wildlife conservation can feel "very heavy” at times but stresses “it is important to show that there are all these options out there.” "There are so many other people that want the same things, or would like to see their neighbourhood become a little bit better for nature," she adds. "I think almost everybody cares about nature – it just doesn't always look like wearing khaki and carrying binoculars at all times." A big thank you to Dr Kylie Soanes for taking the time to speak with us and shed light on the fascinating world of urban ecology. To keep up with her work, follow her on Instagram @drkyliesoanes or explore her research and projects at kyliesoanes.com . References Soanes K. Dr Kylie Soanes [Internet]. Dr Kylie Soanes. [cited 2025 Oct 18]. Available from: https://kyliesoanes.com/ Paul M. A “balancing act” as council votes to fence dogs out of park, sparking safety concerns [Internet]. ABC News. 2025 Aug 21. Available from: https://www.abc.net.au/news/2025-08-21/merri-creek-dog-fence-swamp-wallaby-coburg-victoria/105675854 City of Melbourne. Melbourne jumps at the chance to bring back the grasshopper [Internet]. City of Melbourne. 2022 [cited 2025 Oct 18]. Available from: https://www.melbourne.vic.gov.au/media/melbourne-jumps-chance-bring-back-grasshopper Balance Enviro. Yarra River Floating Wetlands – Balance Enviro Solutions [Internet]. 2022. Available from: https://balanceenviro.com.au/project/yarra-river-floating-wetlands/ City of Melbourne. Wildflower meadows and rare blooms boost biodiversity in Melbourne [Internet]. Vic.gov.au . 2024 [cited 2025 Oct 18]. Available from: https://www.melbourne.vic.gov.au/news/wildflower-meadows-and-rare-blooms-boost-biodiversity-melbourne#meadows Arthur Rylah Institute. Use of nest boxes in Victoria [Internet]. 2020. Available from: https://www.ari.vic.gov.au/research/people-and-nature/use-of-nest-boxes-in-victoria Melbourne Water. Constructed wetlands | Melbourne Water [Internet]. 2022. Available from: https://www.melbournewater.com.au/building-and-works/stormwater-management/options-treating-stormwater/constructed-wetlands Soanes K. Dr Kylie Soanes [Instagram page]. Instagram. [cited 2025 Oct 18]. Available from: https://www.instagram.com/drkyliesoanes/?hl=en Previous article Next article Entwined back to
- Proprioception: Our Invisible Sixth Sense | OmniSci Magazine
< Back to Issue 6 Proprioception: Our Invisible Sixth Sense by Ingrid Sefton 28 May 2024 Edited by Subham Priya Illustrated by Jessica Walton What might constitute a sixth sense? Perhaps, it involves possessing a second sight or superhuman abilities. A classic example of this would be Spider-Man and his ‘spidey-sense’ — an instinctual warning system that alerts him to imminent danger. Enhancing his reflexes and agility, his sixth sense enables him to evade threats with precision. Turns out Spider-Man is not the sole bearer of a ‘spidey sense’. While we may not be scaling walls anytime soon, we too possess a special sense that unconsciously guides our movements. It might sound peculiar, but knowing your arm is indeed your own arm involves a unique form of sensory processing. Considered by neuroscientists as our own ‘sixth sense’, proprioception is our own way of helping the brain to understand the position of our body and limbs in space (Sherrington, 1907). Consider a typical scenario: your first sip of coffee in the morning. Eyes shut, you savour your latte before the day begins. Such a simple act, yet impossible without proprioception. With closed eyes, how do you know where your mouth is? How do you gauge the position of your arm to ensure the coffee cup reaches your lips? Proprioception seamlessly transmits information about muscle tension, joint position, and force to the brain, making drinking your coffee an automatic and coordinated process. Proprioception operates on principles akin to those guiding our other senses. Specialised cells, known as receptors, are found in each sensory organ and receive information from the environment. Receptors in your eyes capture visual information, while those in your ears detect auditory stimuli. This sensory information is transduced through signals to the central nervous system – through the spinal cord and to the brain – where it’s integrated and processed to determine an appropriate response. Analogously, proprioceptive information is mediated by proprioceptors, a unique type of receptors located in your muscles and joints (Proske & Gandevia, 2012). Unlike our other senses, proprioception does not rely on input from the external environment. Rather, it provides feedback to the brain about what the body itself is doing. Changes in muscle tension and the position of our joints are relayed to the brain, ensuring awareness of the body’s whereabouts at any given moment. One implication of this ‘internal’ feedback loop is that proprioception never turns ‘off’. When you cover your ears, you experience silence. If you hold your nose, you can block out the smell. Yet even when still, in motion, or unconscious, your brain continuously receives proprioceptive input. Imagine this in the context of going to bed each night. What exactly prevents you from falling out of bed, once asleep? While most senses are subdued when sleeping, proprioception remains active, informing the brain about the slightest changes in the position of the body. This ensures a perpetual awareness of our body in space – and luckily for us, stops us from rolling out of bed (Proske & Gandevia, 2012). It can be hard to appreciate what our proprioceptive system allows us to do, given its unconscious nature and integration with our other senses. Rare neurological disorders affecting proprioception highlight just how critical this sense is in our daily lives. The case of Ian Waterman – now known as ‘the man who lost his body – offers profound insights into the significance of proprioception (McNeill et al., 2009). Following a fever in 1971 at age 19, a subsequent auto-immune reaction destroyed all his sensory neurons from the neck down–a condition termed ‘neuronopathy’. Despite retaining his intact motor functions, Waterman lost all proprioceptive abilities, rendering him unaware of his body's position in space. Although the viral infection’s initial effect was that of immobility, this loss was not due to paralysis. Rather, it was Waterman’s lack of control over his body that inhibited his ability to move. Sitting, walking, and manipulating objects became impossible tasks as a result of the absence of any proprioceptive feedback from the body. Remarkably, Waterman has been able to teach himself precise strategies to walk and function with a degree of normality (Swain, 2017). Yet, all movement requires concerted planning and relies entirely on vision to compensate for the unconscious proprioceptive processing. In the absence of any light, Waterman is unable to see his limbs, thus restricting his ability to move. An understanding of the molecular mechanisms underlying proprioception remains somewhat of a mystery compared to that of our other senses. However, recent genetic advancements are paving the way for the development of novel therapies aimed at neurological and musculoskeletal disorders (Woo et al., 2015). A study involving two young patients with unique neurological disorders affecting their body awareness revealed a mutation in their PIEZO2 gene (Chesler et al., 2016). Both individuals experienced significant challenges with balance and movement, coupled with progressive scoliosis and deformities in the hips, fingers, and feet. The PIEZO2 gene typically encodes a type of mechanosensitive protein in cells, r esponsible for generating electrical signals in response to alterations in cell shape (Coste et al., 2010). Mutations to this gene prevent signal generation and render the neurons incapable of detecting limb or body movement. These findings firmly establish PIEZO2 as a critical gene for facilitating proprioception in humans, a sense that is crucial for bodily awareness. PIEZO2 mutations have also been implicated in genetic musculoskeletal disorders (Coste et al., 2010). Joint problems and scoliosis experienced by the patients in a study suggest that proprioception may also indirectly guide skeletal development. These insights into the role of the PIEZO2 gene in proprioception and musculoskeletal development open up promising avenues for understanding and treating neurological and musculoskeletal disorders. It’s more than fitting to regard proprioception as our sixth sense. The capacity of our nervous system to seamlessly process vast amounts of information from our joints and muscles, all without any conscious effort on our part, is truly remarkable. So, the next time you have that eyes-shut first sip of coffee, give yourself a pat on the back. With your sixth sense at play, you’re clearly a superhero! References Chesler, A. T., Szczot, M., Bharucha-Goebel, D., Čeko, M., Donkervoort, S., Laubacher, C., Hayes, L. H., Alter, K., Zampieri, C., Stanley, C., Innes, A. M., Mah, J. K., Grosmann, C. M., Bradley, N., Nguyen, D., Foley, A. R., Le Pichon, C. E., & Bönnemann, C. G. (2016). The Role of PIEZO2 in Human Mechanosensation. N Engl J Med , 375 (14), 1355-1364. https://doi.org/10.1056/NEJMoa1602812 Coste, B., Mathur, J., Schmidt, M., Earley, T. J., Ranade, S., Petrus, M. J., Dubin, A. E., & Patapoutian, A. (2010). Piezo1 and Piezo2 are essential components of distinct mechanically activated cation channels. Science , 330 (6000), 55-60. McNeill, D., Quaeghebeur, L., & Duncan, S. (2009). IW - “The Man Who Lost His Body”. In (pp. 519-543). https://doi.org/10.1007/978-90-481-2646-0_27 Proske, U., & Gandevia, S. C. (2012). The Proprioceptive Senses: Their Roles in Signaling Body Shape, Body Position and Movement, and Muscle Force. Physiological Reviews , 92 (4), 1651-1697. https://doi.org/10.1152/physrev.00048.2011 Sherrington, C. S. (1907). On the proprio-ceptive system, especially in its reflex aspect. Brain , 29 (4), 467-482. Swain, K. (2017). The phenomenology of touch. The Lancet Neurology , 16 (2), 114. https://doi.org/10.1016/S1474-4422(16)30389-1 Woo, S. H., Lukacs, V., de Nooij, J. C., Zaytseva, D., Criddle, C. R., Francisco, A., Jessell, T. M., Wilkinson, K. A., & Patapoutian, A. (2015). Piezo2 is the principal mechanotransduction channel for proprioception. Nature Neuroscience , 18 (12), 1756-1762. https://doi.org/10.1038/nn.4162 Previous article Next article Elemental back to
- Love and Aliens
By Gavin Choong < Back to Issue 3 Love and Aliens By Gavin Choong 10 September 2022 Edited by Khoa-Anh Tran and Niesha Baker Illustrated by Ravon Chew Next Neither Daniel Love nor Brendan Thoms were Australian citizens, but they were both recognised as First Nations Australians by law. Under legislation, “aliens” who commit crimes with a sentence of over a year may be removed from the country. (1) Due to their non-citizenship, the then Minister for Home Affairs Peter Dutton classified these men as aliens and tried to deport them after they were convicted of serious crimes. This attempt failed. The High Court of Australia ruled, in the hotly contested landmark decision of Love v Commonwealth, that Indigenous Australians could not be considered aliens under Australian law because of the “spiritual connection” they hold with the lands and waters of the country we live in. (1) Effectively, this barred the deportation of Love and Thoms but also sent astronomical ripples through the fabric of our nation’s legal framework. This year, major challenges to the decision made in Love v Commonwealth have arisen. Of the arguments put forward, some protest the judicial activism of the judges – that is, them going above and beyond written law to produce a fairer ruling. For example, many contend the term spiritual connection bears no actual legal meaning. However, with a history dating back upwards of seventy-thousand years, two hundred and fifty languages and eight hundred dialects, complex systems of governance, deeply vested religious and spiritual beliefs, and a profound understanding of land, it would be ignorant to argue this rich culture should simply be disregarded in the face of the law. This article adopts a scientific lens and delves into an empirical basis for the spiritual connection Aboriginal Australians share with country, traversing from Dreamtime to spacetime and beyond. THE DREAMING: FROM NOTHING, EVERYTHING From nothing came everything. Nearly fourteen billion years ago, a zero-volume singularity held, tightly, all the energy, space, and time from our current universe. In the moment of creation, temperature and average energies were so extreme all four fundamental forces which shape the universe, as we know it, acted as one. Cosmological inflation followed, allowing for exponential expansion and rapid cooling. Within a picosecond, the four fundamental forces of nature – gravity, electromagnetism, weak interactions, and strong interactions – emerged independently. These forces interacted with matter, resulting in the formation of elementary particles now coined quarks, hadrons, and leptons. For twenty more minutes, elementary particles coupled to form subatomic particles (protons, neutrons) which in turn underwent nuclear fusion to create simple early atoms such as hydrogen and helium. From nothing, came everything. In an eternal present, where there had once been flat and barren ground, Ancestral and Creator spirits emerged from land, sea, and sky to roam the Earth. As they moved, man and nature – mountains, animals, plants, and rivers – were birthed into existence. Once these spirits had finished, instead of disappearing, they transformed into the world they had created, existing in sacred sites such as the night sky, monolithic rocks, and ancient trees. The Dreaming is a First Nations peoples’ understanding of the world and its creation. Importantly, it is an event which cannot be fixed in time – “it was, and is, everywhen,” continuing even today. Countless retellings have caused Dreamtime tales to diverge slightly, leading communities of Aboriginal Australians to identify with different variations of similar stories. (2) These fables refer to natural worldly features and sacred sites, whilst also incorporating favourable values such as patience, humility, and compassion. An example is the tale of the Karatgurk, told by the Wurundjeri people of the Kulin nation, about seven sisters representing what we now consider as the Pleiades star constellation. (3) The Karatgurk These seven sisters once lived by the Yarra River, where Melbourne now stands. They alone possessed the secret of fire, carrying live coals at the end of their digging sticks. (Crow ("trickster, cultural hero, and [another] ancestral being") called the sisters over claiming he had discovered tasty ant larvae. (3) The women began scouring, only to find viscious snakes underneath the dirt which they beat using their digging sticks. As they did so, the live coals flew off and were stolen by Crow who brought fire to mankind. The Karatgurk sisters were swept into the sky, with their glowing fire sticks forming the Pleiades star cluster. In theory, the extreme physical reactions occurring minutes after the Big Bang, paired with hyper-rapid cosmic inflation, should have resulted in a completely homogeneous universe with an even distribution of all existing matter and energy. Cosmological perturbation theory explains, however, that micro-fluctuations in material properties create gravitational wells resulting in the random grouping of matter. These aggregations formed the first stars, quasars, galaxies, and clusters throughout the next billion years. It took, however, another ten billion years for the solar system to form. Similar to Saturn’s planetary rings, the early Sun had its own rotating, circumstellar disc composed of dust, gas, and debris. According to the nebular hypothesis, over millions of years, enough particulates coagulated within the Sun’s spinning disc to form small, primordial planets. Early Earth was a hellish fire-scape as a result of constant meteoric bombardment and extreme volcanic activity. The occasional icy asteroids which collided with Earth deposited large amounts of water, vaporising upon contact – as our planet began to cool, these gaseous deposits condensed into oceans, and molten rock solidified into land mass. In the blink of an eye, early traces of modern humans fluttered into existence at the African Somali Peninsula. They were a nomadic people, travelling westwards and then north through modern day Egypt and into the Middle East. Ancestral Indigenous Australians were amongst the first humans to migrate out of Africa some 62,000 to 75,000 years ago. While other groups travelled in different directions filling up Asia, Europe and the Americas, ancestral Indigenous Australians took advantage of drastically lower sea levels during that time to travel south, as, back then, mainland Australia, Tasmania, and Papua New Guinea formed a single land mass (Sahul) while South-East Asia formed another (Sunda). In spite of this, the wanderers still had to possess the requisite sea-faring skills to traverse almost ninety kilometres of ocean. When the last ice age ended 10,000 years ago, rising waters from melting ice caps covered many of the terrestrial bridges early humans had once journeyed over. This severing allowed Indigenous Australians to foster culture and tradition in their very own passage of time, uninterrupted and independent until a British fleet of eleven ships approached Botany Bay thousands of years later. Significant parts of Australia’s coast were also submerged due to ice age flooding. As coastal Indigenous Australians observed this phenomenon, they recognised its significance through their tales. The Gimuy Walubara Yidinji, traditional custodians of Cairns and the surrounding district, are one of the many groups which reference coastal flooding in their geomythology. Gunya and the Sacred Fish Gunyah, who had lived on Fitzroy Island, went out to hunt for fish one day. Spotting a glimmer in the water, he plunged a spear towards it only to find he had attacked the sacred black stingray. The stingray beat its wing-like fins, causing a great, unending storm. Gunyah fled from the rapidly rising sea and managed to find refuge in a clan living on the cliffs of Cairns. Together, they heated huge rocks in a fire and threw them far into the sea. The pacific was once again pacified, and the Great Barrier Reef created. Isaac Newton proposed, in Principia Mathematica, that the strength of the force of gravity between two celestial bodies would be proportional to both of their masses. At the beginning of the twentieth century, Albert Einstein refined this concept with the theories of Special and General Relativity. His mathematical models suggested time and space were woven into a four-dimensional canvas of spacetime, and the presence of massive objects such as black holes and stars created gravitational wells which distorted spacetime. Within these distortions, bodies closer to large masses would conceive time and space differently than those further away. This unique phenomenon, for example, means astronauts living onboard the International Space Station age fractionally slower relative to us grounded on Earth. Einstein was also able to find that as the velocity of any given body increased to that near the speed of light, it would gain an almost-infinite mass and experience a drastically slowed perception of time relative to their surroundings. These once inconceivable findings had monumental implications in the sphere of theoretical physics, with two examples below. (4, 5) Dark Matter ‘Visible’, baryonic matter humanity is familiar with makes up less than a fifth of the known universe, with a hypothetical ‘dark’, non-baryonic matter comprising the rest. Dark matter lies between and within galaxies, driving baryonic matter to aggregate, forming stars and galaxies. As it cannot be detected using electromagnetic radiation, gravitational lensing provides the strongest proof of its existence. Gravitational lensing occurs when there is an interfering body between us, here on Earth, and a given target. As per Einstein’s relativity, the interfering body has mass which will bend space and therefore distort the image we receive of the target. There exists a mathematically proportional relationship between mass and distortion – the more massive an interfering body, the greater the distortion. Scientists performed calculations but found that the levels of distortion they observed correlated to masses much greater than that of the interfering body. Dark matter accounts for this invisible and undetectable missing mass. String Theory At its core, quantum physics deals with interactions at the atomic and subatomic level. This body of work has borne unusual findings – including that light can act both as a particle and wave, that we may never identify a particle’s position and momentum simultaneously with complete certainty, and that the physical properties of distant entangled particles can fundamentally be linked. On paper, however, there has been great difficulty reconciling quantum physics with relativity theory, as the former deals with interactions which occur in “jumps…with probabilistic rather than definite outcomes”. (4) String theory, however, seeks to settle this tension by proposing the universe is comprised of one-dimensional vibrating strings interacting with one another. This theoretical framework has already bore fascinating fruit – it has been hypothesised that the universe has ten dimensions (nine spatial, one temporal) and during the Big Bang, a “symmetry-breaking event” caused three spatial dimensions to break from the others resulting in an observable three-dimensional universe. (5) On 21 September 1922, astronomers in Goondiwindi, Queensland, used a total solar eclipse to successfully test and prove Einstein’s theory of relativity. Aboriginal Australians present believed they were “trying to catch the Sun in a net”. (6) Western academics were far from the only ones who sought to explain natural phenomena. From the ancient Egyptians to Japanese Shintoists and South American Incas, many civilisations of the past revered the Sun and Moon, having been enthralled by the two celestial bodies. Indigenous Australians were one such people, wanting to understand why the sun rose and set, how moon cycles and ocean tides were related, and what exactly were the rare solar and lunar eclipses. Such occurrences had a mystical property about them, reflected in a rich collection of traditional tales which looked to illuminate these astronomical observations. (7) Walu the Sun-woman Told by the Yolngu people of Arnhem Land, Walu lights a small fire every morning to mark that dawn has arrived. She paints herself with red and yellow pigment with some spilling onto the clouds to create sunrise. Walu lights a bark torch and carries it across the sky from East to West, creating daylight. Upon completing her journey, she extinguishes her torch and travels underground back to the morning camp in the East. While doing so, she provides warmth and fertility to the very Earth surrounding her. Ngalindi the Moon-man Told by the Yolngu people of Arnhem Land, “water fill[s] Ngalindi as he rises, becoming full at high tide”. (6) When full, he becomes gluttonous and decides to kill his sons because they refuse to share their food with him. His wives seek vengeance by chopping off his limbs, causing water to drain out. This is reflected by a waning moon and ebb in the tides. Eventually, Ngalindi dies for three days (New Moon) before rising once again (waxing Moon). Bahloo and Yhi Told often by the Kamilaroi people of northern New South Wales, Yhi (Sun-woman) falls in love with Bahloo (Moon-man) and tries to pursue him across the sky. However, he has no interest in Yhi and refuses her advances. Sometimes, Yhi eclipses Bahloo and tries to kill him in a fit of jealously, but the spirits holding up the sky intervene allowing Bahloo to escape. In 1788, British colonists prescribed the fictitious doctrine of terra nullius which treated land occupied by Indigenous peoples as “territory belonging to no-one,” susceptible to colonisation. (8) It is apparent, however, that Indigenous Australians did and still do belong, having a greater, more unique, and nuanced relationship to our lands and waters than we can ever hope to have. This article shows that as detailed and prescriptive our modern scientific understanding is, First Nations peoples will have an equally if not richer perspective, woven through their stories, languages, and practices. To argue that the spiritual connection Indigenous people share with country is not recognised by law would be wilfully making the same mistake our early settlers made two and a half centuries ago. It would be allowing the continuance of intergenerational trauma and suppression. For those reasons, despite the assertive legal challenges being brought against Love v Commonwealth, its judgement must be upheld. References 1. Love v Commonwealth; Thoms v Commonwealth [2020] HCA 3. 2. Stanner WE. The Dreaming & other essays. Melbourne (AU): Black Inc.; 2011. 3. Creation Stories [Internet]. Victoria: Taungurung Lands & Waters Council [cited 2022 Apr. Available from: https://taungurung.com.au/creation-stories/ 4. Powell CS. Relativity versus quantum mechanics: the battle of the universe [Internet]. The Guardian; 2015 Nov 4 [cited 2022 Apr 17]. Available from: https://www.theguardian.com/news/2015/nov/04/relativity-quantum-mechanics-universe-physicists 5. Wolchover N. String theorists simulate the Big Bang [Internet]. Live Science; 2011 Dec 14 [cited 2022 Apr 17]. Available from: https://www.livescience.com/17454-string-theory-big-bang.html 6. Hamacher DW. On the astronomical knowledge and traditions of Aboriginal Australians [thesis submitted for the degree of Doctor of Philosophy]. [Sydney]: Macquarie University; 2011. 139 p. 7. Mathematics, moon phases, and tides [Internet]. Melbourne: University of Melbourne [cited 2022 Apr 17]. Available from: https://indigenousknowledge.unimelb.edu.au/curriculum/resources/mathematics,-moon-phases,-and-tides 8. Mabo v Queensland (No 2) [1992] HCA 23. Previous article Next article alien back to
- What’s the forecast for smallholder farmers of Arabica coffee? | OmniSci Magazine
< Back to Issue 2 What’s the forecast for smallholder farmers of Arabica coffee? For millions of smallholder farmers residing in the rural highlands of East Timor and Ethiopia, Arabica coffee is a major source of income. Yet, weather patterns are threatening their future livelihoods. With global coffee yields predicted to dramatically reduce in coming decades, how will this touch Melbourne’s privileged cafe culture? by Hannah Savage 10 December 2021 Edited by Ashleigh Hallinan & Irene Yonsuh Lee Illustrated by Aisyah Mohammad Sulhanuddin The world loves its coffee. After crude oil, coffee is the most exported commodity in the world and global demands are projected to skyrocket alongside demographic growth (2). With a strong inclination by Australian citizens to participate in our bourgeois cafe culture, Australian demand can be expected to mimic this trend. However, as climate change continues to throw curveballs, pressures to satisfy these demands will be felt by all in the supply chain. There are many species of coffee beans, yet global consumption relies only on a narrow genetic selection. Coffea Arabica is the dominant coffee bean species in commercial production (approximately 70 percent), followed by Coffea Robusta (2). Agricultural research and breeding of these crops are not extensive, considering their high sensitivity to climate. If Arabica was a child, it would be the no-mash-touching-the-peas type. Though a laborious crop to farm, this fussy plant has low yield when too much shade deprives it of sunlight or too little shade shrinks soil moisture levels. It insists on altitudes 1000-2000m above sea level and 2000mm of rainfall per annum (2). Moreover, the optimal air temperature for Arabica is 18-21 degrees Celsius (3). With these environmental specifications, it is expected that half of the world’s optimal areas for growth of Arabica and Robusta are expected to be lost by 2050 due to climate change (13). After Hurricane Maria hurtled across Puerto Rico in 2017, 80 percent of coffee trees were destroyed and rural livelihoods were flattened overnight (4). Climate change does not pay sympathy towards poor and marginalized rural communities. Frequency and intensity of extreme weather is increasing in many developing nations. Changes in temperature, weather events and rainfall patterns are already challenging the ability of farmers to adapt. Rainfall distribution is becoming more erratic and unpredictable. This is a key concern to farmers as rain patterns correlate with timing of flowering and fruit production (2). Flowering is usually triggered by the first rains of the wet season, yet unpredictable rains during the year may cause flowering at undesirable times. Unsynchronized ripening requires additional harvesting cycles, costing farmers more money and labour. In addition, water scarcity and warmer air temperature also have profound impacts on harvests. Prolonged drought leads to misshapen or small beans with marks and imperfections (3). Low moisture and heat stress causes wilting, death of crops or acceleration of bean growth (3). At temperatures above 23 degrees, fruit ripens too fast for a rich, sweet coffee flavour to develop (2). What will thrive from these changing climatic conditions are pests, diseases and coffee rust fungus, which are becoming more prevalent in areas previously unfavourable for their survival (5). The insect Coffee berry borer has been a particular challenge to coffee producers globally, as it feeds on coffee beans and damages plantations. One to four generations of these critters are born each fruiting season (5). Climate change brings uncertainty to the future livelihoods of millions of smallholder coffee farmers around the world, who produce 70 percent of the world’s coffee (6). While world leaders dance around pretty statistical graphs of their carbon-cutting “achievements”, there is the underlying issue that global efforts to lower emissions will not have equal consequences across geographical locations. Poorer economies abundant in fossil fuel resources are pressured to implement policies that further increase their vulnerability and are left grappling to find quick coping strategies. Although it accounts for only a small percentage of global coffee production, East Timor is one of the most economically dependent on coffee. East Timor, the small-island nation 700km north-west of Darwin, has relied on its oil sector for economic development in recent decades, but now interest from foreign traders is depleting with global trends towards renewable energy. The coffee industry has been identified by the East Timor government as being a key opportunity for sustained economic growth and reduction of rural poverty. More than 18 percent of Timorese households rely on coffee production as their primary source of income (7). Coffee producers have a poverty rate of 47.9 percent, which is higher than the national rate of poverty, 40.3 percent (7). Many coffee-producing households are without electricity or access to clean water and regular meals. Figure 1: Distribution of coffee-selling households in Timor-Leste (7). Timorese Arabica coffee farmers today celebrate achieving yields their grandparents would have considered inadequate in the early 20th century during Portuguese occupation. This reflects how much the climate has changed across generations. Rain, once predictable to begin at the end of every November, is now inconsistent and reduced (1). Unfortunately, adaptive solutions often demand high investment and low reward in the initial implementation stages. Farmers may be reluctant to remove their aging, unproductive coffee trees and replant new ones for fear of losing a major source of income while waiting for financial output from the new growth (9). There is the temptation to instead plant new crops between existing ones, which exploits soil nutrients and harms coffee yields. Small short-term rewards also discourage poorer farmers from participating in collective reforestation projects (9). There is much work to be done to restore ecosystems devastated from rainforest clearances during Indonesian colonisation in 1975, which occurred mere months after independence from Portugal. Shade trees that characterise these tropical rainforests play important roles in supporting coffee growth. If farmers grow coffee crops amongst the rainforest, crops will benefit from wind shelter and rich soil nutrients (8). Shade reduces daytime air temperature and increases humidity. In the region of Baguia, the collaboration project WithOneSeed, (co-founded by Melbourne’s own ‘The Corner Store Cafe’ owners), actively alleviates poverty by restoring rainforests and granting farmers profits from carbon credit trades. Farmers plant an indigenous shade tree, carbon credits are purchased by foreign customers to offset fossil fuel emissions and a remuneration of 50cents per tree is given to farmers each year so long as the tree survives (10). WithOneSeed therefore provides rural coffee producers with income before trees mature and re-establishes tara bandu, customary resource management that sustained Timor Leste’s environment for centuries pre-colonisation. Organic beans are purchased from smallholder farms at a fair price by The Corner Store and roasted in Oakleigh. The supply chain is transparent and traceable and profits go towards funding WithOneSeed planting. Plus the coffee is good quality and grown without nasty chemicals! (11) Simple adaptive responses are also being made by coffee producers in the world’s fifth largest Arabica producer, Ethiopia (3). As Arabica has been said to originate here, it is perhaps unsurprising that 16 percent of the population rely on coffee for their livelihood. Figure 2: The main coffee growing areas of Ethiopia (3). In the case of a global temperature rise of 2.4 degrees Celsius, land areas suitable for coffee production in Ethiopia would be expected to decline by 21 percent (12). Resilience for smallholder Arabica producers now depends on creative solutions using limited technology and resources available to rural communities. Relocating farms to higher altitudes of Ethiopian highlands is one solution. But this transition comes at a cost for coffee producers in the form of social network losses. While climate conditions of higher land might be more suitable, other factors such as land tenureship rights and soil quality may pose new obstacles (13). As rain seasons shorten and dry seasons lengthen, Ethiopian coffee producers aim to boost irrigation by diverting nearby streams. This is an ancient and cost-effective solution that enables coffee to successfully be grown in areas classified unsuitable (3). Similarly, coffee producers are carrying out traditional techniques of mulching, where laying compost over soil conserves soil moisture (3). However, more government investment in supporting these adaptations is needed to keep ahead of global warming (3). Sustainable agriculture also needs to be met with fair prices. Many Ethiopian farmers do not have access to foreign traders who will pay premium prices that outweigh production costs. Coffee prices are determined by the international market, or “C price”, which is based on the theory that cost is proportional to global demand, with no consideration of quality or organic farming practices (14). This supports and encourages cheap, unsustainable agricultural practice because sustainable or not, farmers will receive the same revenue for their produce. To combat this, Ethiopian business CoQua, based in Addis Ababa city, facilitates opportunities for private producers to link with international clients and initiate direct lines of trade (14). Through CoQua, Melbourne’s Seven Seeds cafe were able to establish a trade relationship with private smallholder Ethiopian Arabica producers. Seven Seeds claim to pay 3.56 times the “C price” (14). Continue as we may to remain disconnected from the challenges of an environmentally fragile coffee industry, it is only a matter of time before global reduction makes noticeable impacts on Melbourne’s shielded society. What will happen when coffee stocks fail to meet Melbourne demand? Seven Seeds co-owner Mark Dundon told The Sydney Morning Herald that he predicts coffee prices will rise, despite general reluctance of consumers to spill more than one bank note from their wallets for a flat white (14). And why shouldn't we pay more for our hot beverages if producers vulnerable to food insecurity are paying more from the brunt of climate change? The following decades have a bitter outlook, but the recent pandemic outbreak enhanced our ability to envision rapid global disruptions where no corner of the world is excluded. Certainly a disruption to Melbourne coffee culture is a trivial issue in the grand scheme of things, but as consumers it is one worth considering now. The future for Melbourians to satisfy their cultural addiction balances dangerously on a series of environmental conditions being met in foreign highlands. While it’s true that being a “smart consumer” can feel like a matter of blind faith (how fair is fair trade?), favouring businesses that have ethical, direct lines of trade with smallholder producers is one small, immediate solution towards building a sustainable future for our treasured beans and those in the firing line of climate change. References: 1. Jack Board, “From crop to kopitiam, Asia's coffee is facing its biggest threat - climate change,” CNA, published 29 February 2020, https://www.channelnewsasia.com/asia/climate-change-coffee-prices-timor-leste-crops-1338741 2. Abaynesh Asegid, “Impact of Climate Change on production and Diversity of Coffee (Coffea Arabica L) in Ethiopia,” International Journal of Research Studies in Science, Engineering and Technology 7, 8 (2020): 31-38. 3. Kew Royal Botanic Garden, Coffee farming and climate change in Ethiopia, (London: The Strategic Climate Institutions Programme), 37, https://www.kew.org/sites/default/files/2019-01/Coffee%20Farming%20and%20Climate%20Change%20in%20Ethiopia.pdf 4. “How is Climate Change Impacting the Future of Coffee?,” TechnoServe Business Solutions to Poverty, published 16 September 2021, https://www.technoserve.org/blog/climate-change-impacting-future-coffee/ 5. Getachew Weldemichael and Demelash Teferi, “The Impact of Climate Change on Coffee (Coffea arabica L.) Production and Genetic Resources,” International Journal of Research Studies in Agricultural Sciences (IJRSAS) 5, 11, (2019): 26-34, DOI: http://dx.doi.org/10.20431/2454-6224.0511004. 6. Michon Scott, “Climate and Coffee,” Science Information for a climate-smart nation, published 19 June 2015, https://www.climate.gov/news-features/climate-and/climate-coffee 7. Brett Inder and Nan Qu, Coffee in Timor-Leste : What do we know ? What can we do ?, (Australia: Monash University), 17. 8. Simon P.J Batterbury, Lisa R. Palmer, Thomas R. Reuter, Demetrio do Amaral de Carvalho, Balthasar Kehi and Alex Cullen, “Land access and livelihoods in post-conflict Timor-Leste: no magic bullets,” International Journal of the commons, 9, 2, (2015): 619-647. 9. Lisa Walker, Understanding Timor Leste, (Dili: Swinburne Press, 2013), 22-158. 10. Andrew Mahar, “Meet the farmers helping to reforest Timor-Leste,” World Economic Forum, published 26 January 2021, Meet the farmers helping to reforest Timor-Leste | World Economic Forum (weforum.org) 11. “The Roastery,” The Corner Store, accessed November 2021, https://cornerstorenetwork.org.au/the-roastery 12. Cheikh Mbow et al., Climate Change and Land: an IPCC special report on climate change, desertification, land degradation, sustainable land management, food security, and greenhouse gas fluxes in terrestrial ecosystems, (2019), https://www.ipcc.ch/site/assets/uploads/sites/4/2021/02/08_Chapter-5_3.pdf 13. Yen Pham, Kathryn Reardon-Smith, Shahbaz Mushtaq and Geoff Cockfield, “The impact of climate change and variability on coffee production: a systematic review”, Climatic Change, 156, (2019): 609-630, The impact of climate change and variability on coffee production: a systematic review | SpringerLink 14. Dani Valent, “ 'The industry's at risk': the high price of cheap coffees,” published 31 May 2019, national/the-industry-s-at-risk-the-high-price-of-cheap-coffees-20190528-p51rti.html Previous article back to DISORDER Next article
- Space exploration in Antartica
By Ashleigh Hallinan < Back to Issue 3 Space exploration in Antartica By Ashleigh Hallinan 10 September 2022 Edited by Tanya Kovacevic and Breana Galea Illustrated by Aisyah Mohammad Sulhanuddin Next The isolated southern expanse of the Earth is an alien realm, with vast expanses of white ice and blue sky that appear to stretch on infinitely. Despite its barren landscape, the Antarctic continent holds secrets to the origins of our Earth and the solar system in the form of meteorites. Meteorites are solid pieces of debris that originate in outer space, survive the journey through our atmosphere, and fall to the Earth’s surface.(1) Their unique components and pungent smells contain fascinating stories of cosmic clouds, condensing stardust and the fiery collisions of entire planets. These ‘space rocks’ can land anywhere on Earth, but the vast majority of meteorites are found in the cold deserts of Antarctica.(2) So, why Antarctica? Across the globe, meteorite abundance is dependent on two factors: the meteorites must be easy to spot, and their preservation must be guaranteed over long time periods.(3) It is the conditions of the Antarctic landscape that make all the difference when it comes to meteorite discovery. The cold, dry nature of Antarctica helps to preserve these extraterrestrial rocks, allowing for more pristine samples to be collected. In this way, we may think of Antarctica as a ‘natural freezer’. In fact, meteorites can be buried and preserved in the Antarctic ice for up to millions of years, allowing for a deep dive into the origins of the solar system upon analysis. Furthermore, meteorites are easier to find in Antarctica due to the stark contrast between the dark colours of meteorites and the white ice. And since so few rocks naturally form on ice sheets, you can be fairly certain the majority of rocks found in Antarctica are extraterrestrial. However, an expedition to Antarctica for meteorite hunting is no small feat. Thankfully, landscape processes occurring on the Antarctic continent create concentrated pockets of meteorites, making the hunt for meteorites less like trying to find a needle in a haystack. These meteorite hotspots are largely a result of the local geology and movement of ice across the Antarctic landscape.(4) As meteorites strike glaciers, they are buried and encased in the ice. These glaciers move across the landscape, acting as ‘conveyor belts’ that carry the meteorites until they reach a large barrier, such as the Transantarctic Mountains. The ice flow is blocked and builds up at the base of the mountain. Here, dry Antarctic winds slowly erode the ice, revealing a bounty of imprisoned meteorites. Traditionally, meteorites have been divided into three broad categories: stony, stony-iron, and iron.(5) While stony meteorites are made up of silicate minerals, iron meteorites are almost completely made of metal. Unsurprisingly, stony-iron meteorites are composed of nearly equal amounts of metal and silicate crystals. Alarmingly, warmer temperatures and melting ice associated with global warming may hinder our search for meteorites. This is particularly the case for iron meteorites, which conduct heat more efficiently than other meteorite types due to their higher metal content.(6) Consequently, meteorites can sink into the ice and out of sight. Despite Antarctica’s otherworldliness, it is not free of the impacts brought about by human activity occurring on landmasses separated by vast seas. However, with the help of artificial intelligence and machine-learning, the quest for meteorite discovery continues. Scientists recently estimated there are as many as 300,000 more meteorites to be discovered in Antarctica, their stories waiting to be uncovered in a never-ending game of hide-and-seek.(7) Using machine learning to combine satellite measurements of temperature, surface slope, speed of ice flow, and reflection of radar signals by ice, scientists have developed a ‘treasure map’ containing the predicted locations of concentrated meteorite zones.(7) The ’treasure map’ is accessible online,(8) so anyone can search the Antarctic continent for rocky remnants left over from the formation of the solar system. When we think of space exploration, we conjure up images of astronauts and spaceships. But Antarctica provides us with the opportunity to peer into the cosmos without ever leaving Earth, given we are brave enough to face the inhospitable conditions and pervasive alienness of the Earth’s southernmost continent. References 1. Sephton M, Bland P, Pillinger C, Gilmour I. The preservation state of organic matter in meteorites from Antarctica. Meteoritics & Planetary Science. 2004;39(5):747-54. 2. Corrigan C. Antarctica: The Best Place on Earth to Collect Meteorites. CosmoELEMENTS; 2011. p. 296. 3. Schlüter J, Schultz L, Thiedig F, Al‐Mahdi B, Aghreb AA. The Dar al Gani meteorite field (Libyan Sahara): Geological setting, pairing of meteorites, and recovery density. Meteoritics & Planetary Science. 2002;37(8):1079-93. 4. Steigerwald B. NASA Scientist Collects Bits of the Solar System from an Antarctic Glacier Greenbelt: NASA; 2018 [Available from: https://www.nasa.gov/feature/goddard/2018/antarctic-meteorites. 5. Lotzof K. Types of meteorites [Internet]. Natural History Museum; [Available from: https://www.nhm.ac.uk/discover/types-of-meteorites.html. 6. Evatt G, Coughlan M, Joy K, Smedley A, Connolly P, Abrahams I. A potential hidden layer of meteorites below the ice surface of Antarctica. Nature communications. 2016;7(1):1-8. 7. Tollenaar V, Zekollari H, Lhermitte S, Tax DM, Debaille V, Goderis S, et al. Unexplored Antarctic meteorite collection sites revealed through machine learning. Science Advances. 2022;8(4). 8. Tollenaar V, Zekollari H, Lhermitte S, Tax DM, Debaille V, S G. Antarctic Meteorite Stranding Zones [Internet]. [Available from: https://wheretocatchafallingstar.science/. Previous article Next article alien back to
- Shining Light on the Grey | OmniSci Magazine
< Back to Issue 10 Shining Light on the Grey by Ingrid Sefton, Kara Miwa-Dale and Anabelle Dewi Saraswati 2 June 2026 Illustrated by Anabelle Dewi Saraswati Edited by the Editor-in-Chiefs Truth: from that with a little t, to the just out of reach capital T “Truth”. We seek it, we declare it, we believe in it. An innate drive towards answers, embedded in the human process of scientific exploration. Our notions of fact and fiction often feel like black and white binaries with clear boundaries; easily distinguishable, one or the other. Consider an alternative. That science, as in life, is a chiaroscuro of fact and fiction. Shades of light and shadow, which contrast truths and contradictions in order to point us to a clearer, but never fully transparent view of reality. Our scientific methods help us whittle away outright lies, and approach a closer approximation to that of fact than one of fiction. Yet, undeniably, there remains frustratingly little we can say with utmost certainty. History is littered with reminders of how fragile “truth” can be. There was a time when illness was understood as a delicate imbalance of blood, phlegm, black bile and yellow bile. At one point, continents were assumed to be fixed and unmoving, until tectonic plates revealed a restless Earth in constant motion. It is precisely by interrogating these once-settled “facts” that science advanced — not in straight lines, but through disruption, revision, and occasional collapse. And still, there are questions we orbit but have not yet landed on. What exactly is dark matter, which seems to hold galaxies together while refusing to reveal itself? How does consciousness emerge from the quiet electrical choreography of neurons? In these spaces, science is not a catalogue of answers, but a map of known unknowns. A lack of absolutes does not negate the power of science – far from it. Indeed, this is a large part of what drives us to become ever more inquisitive, innovative and critically questioning of the scientific landscape. Ideas once accepted as unquestionable truths can be later overturned through science, just as concepts once dismissed as fantasy may eventually become reality. May this issue urge you to pause, to consider the myriad of grey space that exists in between as you traverse the boundaries of truth, certainty and fabrication. Where does one end, and another begin? A word from the Cover Illustrator Anabelle For this issue’s cover illustration, I was inspired by the history and strange patterns of crop circles. These vast, intricate formations pressed into fields that sit somewhere between scientific curiosity, mass hysteria, art, and folklore; the perfect visual encapsulation for this issue’s theme, Fact and Fiction. Cropping up throughout the late 70s to 80s, they became a cultural phenomenon tied to UFO sightings, conspiracy theories, extraterrestrial speculation, and pseudoscientific fascination. Conceptually, crop circles simultaneously exist as a hoax, artwork, scientific anomaly, and collective myth, depending on the observer. I approached the illustration through a lens of nostalgia, imagining it as the cover of a forgotten children’s mystery book you could stumble upon in an op-shop dating all the way back to the 80s or 90s; sun-faded, slightly eerie, but playful in its wonder. The Midwest-inspired rural scene allowed me to lean into that atmosphere of a quiet blue hour mystery that surrounded alien encounters and paranormal media in the late twentieth century, when crop circles occupied such a strange and persistent place in the pop culture zeitgeist. The beauty in crop formations lies in their underlying precision. Many are built off fractal geometry and repeating mathematical systems, and naturally occurring patterns found throughout science and nature. Even as objects associated with fiction and conspiracy, they are deeply rooted in structure, mathematics, and design. Crop circles are carefully designed spectacles intended to provoke interpretation. Whether read as evidence, artwork, prank, or myth, they reveal how deeply humans want to believe in stories larger than themselves. The cover became less about proving whether something is real or fabricated, and more about exploring the fragile, fascinating space in between. Previous article back to Fact & Fiction Next article
- Mighty Microscopic Warriors!
By Gaurika Loomba < Back to Issue 3 Mighty Microscopic Warriors! By Gaurika Loomba 10 September 2022 Edited by Niesha Baker and Khoa-Anh Tran Illustrated by Rachel Ko Next It’s a fine Saturday afternoon. You’re sitting in your backyard sipping on coffee and losing your mind over the daily Wordle. While you’re so engrossed, an unusual, blue-colored creature pulls another chair and solves the Wordle for you. Just as you look up and try to process the condescending smirk of this creature, your daily news notification pops up. It's true! The whole world has been invaded by aliens! Thankfully this is a figment of our imagination, but would you believe me if I told you that alien invasions are constantly happening unnoticed in the microscopic world of our bodies? Every day, our cells face new ‘alien invasions’, thanks to unhygienic eating, or even just from breathing! In the external world, such an invasion would unsettle the entire human population and adversely impact the lives of everyone. It’s amazing how such invasions inside our bodies are usually defeated daily. So who are these tiny ‘soldiers’ that fight them off, silently and efficiently? It’s time to introduce the two brothers of our story– the innate immune cells system and the adaptive immune cells system, the former being the more enthusiastic and energetic one, while the latter is calmer and wiser. Although different in nature, the two systems coordinate efficiently to eliminate our enemies and help us go on about our lives. The innate immune system acts first when a pathogen (a disease-causing microorganism) manages to enter our bodies by getting around our physical barriers like the skin, and the mucus in the respiratory, gastric, urinary, and sexual tracts, etc. The innate immune system consists of cells like macrophages and dendritic cells (DCs), which are constantly looking out for incoming invaders. These cells recognise pathogens through common foreign attributes that our native cells don’t possess. In order to defend us from the harmful effects of the pathogen, our innate cells engulf them. In fact, the word ‘macrophages’ literally means ‘big eaters.’ Inside our cells, the pathogens’ end is inevitable, smashed and broken into pieces, which are mounted on our soldier cells’ surfaces, informing other soldier cells that an invasion has occurred. Exposing broken parts of the pathogen on our innate cells’ surfaces also produces chemicals called cytokines that help recruit more of our soldier cells to the site of invasion. So, when we get flu, the secreted cytokines is why we run a fever, cough, sneeze, and influx of our soldier cells to the throat area is why we may have swelling around there. Similarly, if we bruise, our blood vessels dilate to allow entry of our soldier cells to the wounded area, which is then manifested as redness and swelling around it. Fortunately, this means of communication of our soldier cells is much faster than our internet connection and so the whole process occurs in a matter of hours. On most days, the keen innate immune system is enough to control an invasion. However, it needs big brotherly advice from the adaptive immune system in case things get out of hand. The main players of this part of the immune system are the calm B- and T-cells. These can be found resting in the lymph nodes, unaware of the invasion in the body. The B- and T-cells are wise soldiers, which is evident in the way they respond to an invasion. Each of these cells has molecules called ‘receptors’, which uniquely recognise pathogen parts presented to them. These receptors, on an adaptive cell, can be thought of as padlocks and the broken pathogen parts, mounted on an innate cell, as a key. In the lymph nodes, each resting B- and T-cell has a different type of padlock, unique for a different key. It is the job of a DC, with a broken pathogen part mounted on its surface, to enter the lymph nodes and search for the most accurate match for its key, from the variety of B- and T-cell padlocks. The key varies based on the different types of pathogens that invade our bodies. Once the perfect match is found, that specific B- and T-cell is activated and rapidly multiplied. This lock-and-key method of activation of adaptive cells confers the specificity of their action. These activated cells move from the lymph nodes to the site of infection and perform different functions that halt the pathogen from spreading the disease, by either killing the pathogen or stopping its reproduction. At the site of infection, innate cells, with the key (broken pathogen part) mounted on their surface wait for the brotherly advice, the incoming adaptive cells with the perfect match to the key. The activated T-cells uniquely interact with macrophages and signal them to start killing the pathogens that they have engulfed. This helps with clearance of the pathogen. Although B-cells are part of the adaptive immune system, they can also recognise the foreign pathogen products, break them down, and present these parts on their surface, just like the innate immune cells. So now B-cells also have a key to the activated T-cell padlocks. Their lock-and-key interaction facilitates the B-cells to release antibodies. Finally, the antibodies, together with the macrophages and DCs, as well as the B- and T-cells of the adaptive immune system, successfully win the war and die peacefully, having completed their purpose. But a small portion of B- and T-cells go on and develop into long-lived memory cells. Over the span of our lives, we are infected and reinfected with pathogens all the time, however not every encounter results in us falling sick. The credit goes to the B- and T-memory cells and their ability to remember the foreign attributes of the pathogen and kill it as soon as it re-invades. Adaptive cells’ memory is the principle of vaccination. An inactive pathogen or a part of the pathogen is introduced into the body. This trains our soldier cells for a real pathogen invasion by triggering the B-cells to form memory and specialised antibodies against the pseudo-pathogen. If the real pathogen infects us again, these pre-formed antibodies make fighting the war much easier and quicker. Correct training of immune cells is essential since a pathogen invasion is a life-or-death situation for us. Any mistakes by our soldier cells can have devastating effects. For example, an important part of the training process is to ensure the immune cells aptly distinguish between civilian cells and foreign cells. This education occurs in the bone marrow. Here, any B- or T-cells that attack civilian cells or cell parts are evicted from the training process so only the most eligible soldier cells continue to become eligible soldiers. (1) But even after a rigorous selection process, things can go wrong with our immune system. Instead of being our defending heroes, they turn their back against us and start identifying civilian cells as aliens and attacking them. Sadly, this is the reality for 5% of the Australian population, with a majority being women. This condition, when the immune cells stop distinguishing internal cells from alien cells, is called an auto-immune disorder. The cause for this disorder is mostly unknown, with some speculations of it being genetic or environmental. The repercussions can be mild, such as causing dry mouth and dry eyes - symptoms for Sjogren’s syndrome, or more severe such as joint pain and immobilisation, known as Rheumatoid Arthritis. These diseases are currently life-long and incurable because they involve our own cells fighting the healthy cells in our body. (2) Nevertheless, the immune system plays a very important role in helping us lead normal lives. It fights the battle against the invaders daily, without us realizing it. Thanks to the soldiers of the immune system, our daily activities, like solving a Wordle on a relaxing Saturday, are not hindered by an alien cell invasion in our bodies! References Kenneth Murphy, Casey Weaver. Basic concepts in Immunology. Janeway’s Immunobiology. 9th ed. United States: Garland Science Taylor and Francis; 2017. p. 4-11 Overview of autoimmune diseases [Internet]. Healthdirect. Available from: Overview of autoimmune diseases | healthdirect Previous article Next article alien back to
- Maxing the Vax: why some countries are losing the COVID vaccination race | OmniSci Magazine
< Back to Issue 2 Maxing the Vax: why some countries are losing the COVID vaccination race As Australia’s COVID vaccination rate reaches 90% for the adult population, are you aware of countries struggling with their vaccination program? This piece discusses three countries, Brazil, Papua New Guinea, and India, and the key challenges they face in increasing their vaccination rate. by Grace Law 10 December 2021 Edited by Neisha Baker Illustrated by Aisyah Mohammad Sulhanuddin Most Australians are now fully vaccinated against COVID-19, but are you aware of how other countries are handling their vaccination programs? Each country has its own set of challenges and setbacks it must overcome in getting its citizens vaccinated. The success and failure of vaccination programs depend on how well these are addressed, and how the people respond. Political, economic, geographical, and educational factors can have a huge impact on vaccination success. Below, I will discuss the key challenges affecting COVID-19 vaccination in three countries, Brazil, Papua New Guinea, and India, as well as its impact on the country’s vaccination rate. Brazil – the nation that changed their fate Brazil has suffered the highest overall death toll in Latin America which is also the second-highest in the world after the United States. Brazil’s President Jair Bolsonaro was strongly opposed to lockdowns, restrictions, and public-health measures such as masks, which some local areas sought to impose (1). He has also spread disinformation regarding the coronavirus and vaccines, such as posting a video falsely associating the coronavirus vaccines with the onset of AIDS, resulting in Facebook removing it after public outcry (2). As a leader, his words and actions have major roles in influencing opinion and informing the public. While the number of preventable deaths is shocking, the predicted wave of destruction by the Delta variant has not materialised. Over 60% of the population is fully vaccinated despite the mixed messages and deterrence from the central government (3). The city of Serrana became the testing site of the Chinese vaccine Sinovac with most adults being willing towards receiving the vaccine (4). Consequently, the symptomatic cases, hospitalisation and deaths in the area all fell dramatically, becoming a place of envy for the neighbouring communities (5). This initial success also offers hope for low and middle-income countries, which may rely on this cheaper vaccine (6). Despite governmental resistance throughout the pandemic, Brazilians have defied the odds and faced the virus as a united community. Local leaders have challenged the national government to ensure suitable public health orders are enforced, and citizens have actively sought vaccination, preventing further COVID-19 devastation. Papua New Guinea – our struggling neighbour One of Australia’s closest neighbours, Papua New Guinea (PNG), is among the countries with the lowest vaccination rate in the world. According to Our World in Data, only 2% of the population is fully vaccinated (7). One of the most difficult issues to address is mistrust in the vaccine, due to low health education, inadequate health and general resources, and a political and historical distrust in the government. PNG relies on Australia and New Zealand’s AstraZeneca donations to acquire COVID vaccines, as well as Australian embassy staff to help run pop-up clinics in shopping centres. A Chinese medical team has also been working outside the government to unofficially administer the Sinopharm vaccine at a hospital clinic, leading to speculations of politically-motivated manipulation and interference (8). PNG is caught between two great powers, and the already sceptical PNG people are neglected and uninformed about vaccine efficacy, safety, and choices (9). Low science literacy and mistrust in political institutions have made it extremely difficult to convince people to get vaccinated (10). This has furthered the development of conspiracy theories, which interplay with cultural beliefs around witchcraft and superstitions (11). Despite the recent introduction of the “no jab, no job” policy, people are turning to mass resignations or the acquisition of fraudulent certificates instead of receiving the COVID-19 vaccine (12). Australia recently offered aviation lift services to high priority provinces, delivering much-needed emergency supplies to geographically isolated areas in PNG (13). A lot of work is still needed in order to increase the vaccination uptake rate in PNG. Stronger and more impactful campaign messaging will be required to increase public demand for vaccines (14). Foreign aid and assistance should prioritise effective vaccination and long-term health improvement over political agenda (15). The priority must be to stop the pandemic devastation by getting people vaccinated, and addressing long-term infrastructure, funding, and governance issues. India – great challenges and great ambitions India has the second-largest population in the world and it has struggled to source an adequate number of vaccines for its people. The government was ambitious that local manufacturing of the Indian vaccine Covaxin would be sufficient for domestic consumption. Instead, Bharat Biotech’s newest facility in Bengaluru reports quality issues in its initial batches, leading to a delay and vaccine shortage (16). During the country’s destructive second wave from April to June of 2021, the vaccine shortage was exacerbated by the government hesitating to approve vaccines developed and manufactured overseas. Local supply was also hindered by raw material shortages at the beginning of 2021 (17). While the government has sought higher vaccine administrations, setbacks including delays in manufacture, lack of doses received from overseas, and difficulties in obtaining regulatory approval, have contributed to the delayed and restricted nature of the vaccination program. Initially, the people met the vaccination program with great enthusiasm, and the government aimed to vaccinate all adults against COVID-19 by 31 December 2021. But vaccine uptake has plateaued and declined since October, and there are fears this target will not be met. Many factors have contributed to the decreased vaccine uptake, including vaccine shortage, barriers to vaccination such as lockdowns, high infection rates causing fear of visiting vaccination centres, and misinformation particularly in under-resourced rural areas (18). Although an improved COVID-19 vaccination program could have reduced the severity of the second wave, attention now is on maintaining the vaccination uptake rate. As the Indian government started to offer free vaccinations to all adults, citizens living in poverty have had the chance to be vaccinated as well. While many countries wish to manufacture their own vaccines at a fraction of the cost of the pharmaceutical giants, quality control and quality assurance remain incredibly complex issues to tackle (19). Lower-income countries require sufficient guidance and support, and Shahid Jameel, a virologist from Ashoka University in New Delhi says, ‘We can’t fix vaccine inequalities until vaccine manufacturing is distributed.’ (20) Conclusion Numerous factors impact vaccine uptake, with each country facing its own set of challenges. Mismanagement, limited infrastructure, and rampant misinformation were highlighted here, but there are many problems impacting vaccination programs around the world. Urgently addressing these problems will be needed to reduce vaccination inequality around the world, and hopefully, reach the end of the pandemic very soon. For more information on COVID-19 and the vaccine, please visit the VaxFACTS website created by the University of Melbourne: https://www.vaxfacts.org.au/ References Jake Horton, “Covid Brazil: Why could Bolsonaro face charges?” BBC News, published 27 October, 2021, https://www.bbc.com/news/world-latin-america-56663217. “Facebook removes video in which Brazil’s Bolsonaro links coronavirus vaccines with AIDS,” Washington Post, published 25 October, 2021, https://www.washingtonpost.com/technology/2021/10/25/facebook-papers-live-updates/#link-UA7IQVP5E5D2VGUQX7OJQBCFIE. “Coronavirus (COVID-19) Vaccinations,” Our World in Data, published 26 November, 2021, https://ourworldindata.org/covid-vaccinations?country=OWID_WRL. Mauricio Savarese, “Sinovac vaccine restores a Brazilian city to near normal,” Associated Press News, published 2 June, 2021, https://apnews.com/article/caribbean-brazil-coronavirus-pandemic-business-health-20bd94d28ac7b373d7a8f3f9c557e5b6. “Sinovac vaccine restores a Brazilian city to near normal.” “Sinovac vaccine restores a Brazilian city to near normal.” “Coronavirus (COVID-19) Vaccinations.” Natalie Whiting, “PNG caught in China-Australia power play as COVID-19 Delta variant infiltrates Pacific nation,” ABC News, published 2 August, 2021, https://www.abc.net.au/news/2021-08-02/png-caught-between-australia-and-china-as-it-fights-delta/100329206. “PNG caught in China-Australia power play as COVID-19 Delta variant infiltrates Pacific nation.” Mihai Sora, “Overcoming community resistance to vaccination in Papua New Guinea,” The Interpreter, published 26 October, 2021, https://www.lowyinstitute.org/the-interpreter/overcoming-community-resistance-vaccination-papua-new-guinea. Liam Fox and Marian Faa, “Health workers face death threats as COVID-19 vaccine hesitancy takes hold in PNG,” ABC News, published 10 September, 2021, https://www.abc.net.au/news/2021-09-10/png-vaccine-hesitancy-papua-new-guinea-covid-19/100444380. Fraser Macdonald, “Just 1.7 per cent of PNG residents are vaccinated against COVID. Why are they so resistant?” SBS News, published 8 November, 2021, https://www.sbs.com.au/news/just-1-7-per-cent-of-png-residents-are-vaccinated-against-covid-why-are-they-so-resistant/72c40029-dec8-4202-b436-31562d983fbc. “COVID-19 partnership with Papua New Guinea strengthened” Minister for Foreign Affairs, published 27 October, 2021, https://www.foreignminister.gov.au/minister/marise-payne/media-release/covid-19-partnership-papua-new-guinea-strengthened. “Overcoming community resistance to vaccination in Papua New Guinea.” “Overcoming community resistance to vaccination in Papua New Guinea.” Sreenivasan Jain, “Quality Issues Behind Covaxin Shortage: Government vaccine panel chief,” New Delhi Television, published 2 August, 2021, https://www.ndtv.com/india-news/quality-issues-behind-covaxin-shortage-government-vaccine-panel-chief-2500998. Shruti Menon, “India vaccination: Does it have enough doses for all adults?” BBC News, published 3 August, 2021, https://www.bbc.com/news/world-asia-india-55571793. Liji Thomas, “Factors predicrting vaccine hesitancy in India,” News Medical, published 26 September, 2021, https://www.news-medical.net/news/20210926/Factors-predicting-vaccine-hesitancy-in-India.aspx. Amy Maxmen, “The fight to manufacture COVID vaccine in lower-income countries,” Nature, published 16 September, 2021, https://www.nature.com/articles/d41586-021-02383-z. “The fight to manufacture COVID vaccine in lower-income countries.” Previous article back to DISORDER Next article
- Real Life Replicants | OmniSci Magazine
< Back to Issue 4 Real Life Replicants by Elijah McEvoy 1 July 2023 Edited by Yasmin Potts and Megane Boucherat Illustrated by Jolin See Hal, Ultron and (of course) the Terminator. Comparisons between these fictional, world-destroying, artificial intelligence systems and those in our current age of AI are seemingly never-ending. As a child born with a lightsaber in hand, I find these sensationalist remarks endlessly entertaining. Not only because it baffles me to see concepts once relegated to the realm of science fiction be discussed as serious news topics, but also because they’ve got their references all mixed up. The current challenge posed by the new wave of generative artificial intelligence doesn’t come in the form of a ruthless, gun-toting Arnie. It comes in the form of replicants. Just like these uncannily human androids from Ridley Scott’s cult classic Blade Runner, the rapidly increasing capacity of AI to talk, look and create like humans is beginning to blur the line between what is authentically human and what is the product of an algorithm. From the posh C3P0 to the snarky Cortana, having a friendly AI sidekick has always been a childhood dream of mine. This dream has now become a reality with the rise in AI chat-bots. At the forefront of these is Replika, an app that enables users to talk to their own personalized AI via the use of text-like messages. For its two million users (1), Replika provides a variety of functions. For some, Replika acts as a friend in times of loneliness; a feature that contributed to its spike in users during the height of the COVID-19 pandemic (2). For others, as founder Eugenia Kuyda suggests, it provides a space for users to “open up” about personal or mental health issues and “feel accepted” by a human-like figure (1). For many though, Replika is a digital romantic partner. While it is easy to snicker at the concept of an AI girlfriend, those with past relationship trauma or those living in environments that may be hostile towards their sexuality have used Replika as an outlet to explore genuine feelings of love in a safe setting (3). However, with such attachment comes the chance for exploitation. As stated by Nir Eisikovits, Director of the Applied Ethics Centre at the University of Massachusetts, his concern is “not whether machines are sentient” but rather our own tendency “to imagine that they are” (4). Like the holographic billboards for the AI “JOI” in Blade Runner 2049, suggestive advertisements and aggressive flirting by the AI itself have all been employed by Replika to encourage users to stay on the app and pay a premium subscription for explicit content (5). While Replika has since removed sexual material, the large backlash from users at this decision (6) highlights the unethically coercive power such mimicry of human personality could have on consumers. For years, we’ve been warned of the danger of manipulative TV advertisements encouraging excessive junk food consumption and gambling. Imagine what could be done when that ad is no longer a 30 second video but instead an anthropomorphized AI tailored exactly to you, your interests and your vulnerabilities. Not only is AI replicating the way we talk, but also how we look. From videos of an animated Tom Cruise to convincing photos of a Balenciaga-wearing Pope (7), advanced deepfake videos and prompt-generated images from AI systems like DALL-E are becoming easier to create by the day (8). While the most prominent use of this technology is currently in the form of harmless memes, it can and has been used for more sinister means. Women across the world have had their faces used in non-consensual deepfake pornography, often as a form of revenge or blackmail (9). Furthermore, a fabricated video of Volodymyr Zelensky surrendering to Vladimir Putin that spread on social media last year proves AI’s unsettling potential in political disinformation (8). While fakes like that of Zelensky may have been taken down quickly due to easily identifiable tells, in many cases the damage has already been done the moment people see these videos or images. Mistrust in the news is heightened and real evidence can be accused of being AI generated, a strategy already implemented by Donald Trump to dismiss evidence of his misogyny (8). Although the current usage of this technology is concerning enough, the degradation of truth within society will only worsen as these replicants become increasingly accurate and faster to produce (8). Still, it is the ability for AI to complete jobs once thought to be uniquely human that will result in the largest change to the current status quo. Latest estimates from Goldman Sachs state that close to 300 million jobs globally could be automated by the current AI wave (10). The threat of job losses due to automation is far from new, stretching all the way back to 1811 with the infamous Luddites protesting factory machines (11). However, generative AI is placing a greater variety of jobs in jeopardy due to its ability to exude human creativity, giving rise to what Stanford Professor Victor R. Lee entitles an “authenticity crisis” (12). One of those jobs is that of writers. A common phrase amongst movie reviewers today is “this could have been written by an AI”. While usually used as a jab against the latest Marvel movie, large language models like Chat GPT that are capable of identifying and mimicking patterns in writing make it more than just a joke. Amongst calls for better conditions for screenwriters, a key demand from the Writers Guild of America in this year's Los Angeles writers’ strike was that AI will not be used to write or rewrite scripts (13). When you combine the growing authenticity of these AI with the greedy desires of major studios, it is not a far cry to suggest that producers may use AI to quickly generate scripts for generic soap operas and cash grab Netflix movies, leaving the human creatives to simply ‘clean-up’ these stories at a cut pay rate. Despite all these concerns, generative AI does have the ability to immeasurably improve society. The capacity of this technology to increase workplace efficiency (10), accelerate scientific progress (14) and constantly amuse us with clips of a rapping Joe Biden is undeniable. With the cat out of the bag, innovation in these areas cannot nor should not be halted completely. However, if sci-fi movies have taught me anything useful, it’s that we should not be blinded by the potential of scientific progress. Whether it be through governmental action to regulate the use of AI in industry or the scientific development of better deepfake-spotting technology to help stifle disinformation, implementing safeguards around AI is crucial in avoiding its “ethical debt” (15). Whilst looking to the world of science fiction as an indication of our future may be a bit far-fetched, it may also be a needed reminder of the world scientists should try not to replicate. References Tong A. AI company restores erotic role play after backlash from users ‘married’ to their bots [Internet]. The Sydney Morning Herald. 2023 [cited 2023 May 14]. Available from: https://www.smh.com.au/world/north-america/ai-company-restores-erotic-roleplay-after-backlash-from-users-married-to-their-bots-20230326-p5cvao.html Clarke L. ‘I learned to love the bot’: meet the chatbots that want to be your best friend. The Observer [Internet]. 2023 Mar 19 [cited 2023 May 14]; Available from: https://www.theguardian.com/technology/2023/mar/19/i-learned-to-love-the-bot-meet-the-chatbots-that-want-to-be-your-best-friend The rise and fall of replika [Internet]. [cited 2023 May 14]. Available from: https://www.youtube.com/watch?v=3WSKKolgL2U Eisikovits N. AI isn’t close to becoming sentient – the real danger lies in how easily we’re prone to anthropomorphize it [Internet]. The Conversation. 2023 [cited 2023 May 14]. Available from: http://theconversation.com/ai-isnt-close-to-becoming-sentient-the-real-danger-lies-in-how-easily-were-prone-to-anthropomorphize-it-200525 Cole S. ‘My ai is sexually harassing me’: replika users say the chatbot has gotten way too horny [Internet]. Vice. 2023 [cited 2023 May 14]. Available from: https://www.vice.com/en/article/z34d43/my-ai-is-sexually-harassing-me-replika-chatbot-nudes ‘My wife is dead’: How a software update ‘lobotomised’ these online lovers. ABC News [Internet]. 2023 Feb 28 [cited 2023 May 14]; Available from: https://www.abc.net.au/news/science/2023-03-01/replika-users-fell-in-love-with-their-ai-chatbot-companion/102028196 How to spot an ai-generated image like the ‘balenciaga pope’ [Internet]. Time. 2023 [cited 2023 May 14]. Available from: https://time.com/6266606/how-to-spot-deepfake-pope/ Wong M. We haven’t seen the worst of fake news [Internet]. The Atlantic. 2022 [cited 2023 May 14]. Available from: https://www.theatlantic.com/technology/archive/2022/12/deepfake-synthetic-media-technology-rise-disinformation/672519/ Atillah IE. AI could make deepfake porn an even bigger threat for women [Internet]. euronews. 2023 [cited 2023 May 14]. Available from: https://www.euronews.com/next/2023/04/22/a-lifelong-sentence-the-women-trapped-in-a-deepfake-porn-hell Toh M. 300 million jobs could be affected by latest wave of AI, says Goldman Sachs | CNN Business [Internet]. CNN. 2023 [cited 2023 May 14]. Available from: https://www.cnn.com/2023/03/29/tech/chatgpt-ai-automation-jobs-impact-intl-hnk/index.html McClelland C. The impact of artificial intelligence - widespread job losses [Internet]. IoT For All. 2023 [cited 2023 May 14]. Available from: https://www.iotforall.com/impact-of-artificial-intelligence-job-losses Hollywood writers are on strike over an AI threat that some are warning is coming for you next. ABC News [Internet]. 2023 May 5 [cited 2023 May 14]; Available from: https://www.abc.net.au/news/2023-05-06/hollywood-writer-s-strike-over-pay-and-artificial-intelligence/102296704 Lee VR. Generative AI is forcing people to rethink what it means to be authentic [Internet]. The Conversation. 2023 [cited 2023 May 14]. Available from: http://theconversation.com/generative-ai-is-forcing-people-to-rethink-what-it-means-to-be-authentic-204347 The AI revolution in science [Internet]. [cited 2023 May 14]. Available from: https://www.science.org/content/article/ai-revolution-science Fiesler C. AI has social consequences, but who pays the price? Tech companies’ problem with ‘ethical debt’ [Internet]. The Conversation. 2023 [cited 2023 May 14]. Available from: http://theconversation.com/ai-has-social-consequences-but-who-pays-the-price-tech-companies-problem-with-ethical-debt-203375 Previous article Next article back to MIRAGE











