Fall 2023
In This Issue
The Mozart of Our Age
by Hosannah Choi
Music has evolved over millions of years, but fundamentally remains the same as a harmony of moving notes over a constant bass-line. Artists never seem to run out of melodies to create and add to the already enormous catalog of music, yet now another player has entered the game: artificial intelligence. The first record of musical A.I. was in 1960 when Russian researcher Rudolf Zaripov when he managed to premiere a piano piece created by “Ural-1” (the name of the computer)!
Computers are able to analyze and learn patterns in music to produce a similar model. There are two techniques in AI music, Musical Information Retrieval (MIR) and Generative Music Theory (GMT). MIR is used to analyze already existing pieces of music to extract features and use those to create new music while GMT is to create complex pieces that include different musical elements. By using both techniques, AI is able to generate harmonies, rhythms, and melodies to produce new and unique pieces.
The basic formula for AI generated music lies in the analysis of patterns in human created music, then memorizing these patterns to apply and rearrange original music that could be using different instruments or different genres. Another amazing aspect about AI generated music is it can imitate voices! Recently, there have been many songs that are rearranged with other famous singer’s voices. For example, a Taylor Swift song sung by the Weeknd. AI again analyzes patterns in already existing audios of these singers and imitates their voice with fascinating accuracy. Millions of fans often want to hear certain songs covered by different artists, but sometimes the only way to make that possible is to use AI. Furthermore, this type of AI music is so important because it is paving a way for the future at a dangerous pace. However, it could pose a threat to many artists.
Sources:
“Ai in Music Composition & Production.” AIWS, 13 Nov. 2020, aiworldschool.com/research/ai-in-music-composition-production/#:~:text=AI%20music%20composition%20was%20first,learning%20is%20gaining%20widespread%20popularity
“Music and Artificial Intelligence.” Wikipedia, Wikimedia Foundation, 14 Aug. 2023,
en.wikipedia.org/wiki/Music_and_artificial_intelligence#:~:text=7%20External%20links-,History,pattern%20recognition%20in%20various%20compositions.
Виртуальный Компьютерный Музей, computer-museum.ru/. Accessed 20 Aug. 2023.
“Ai Song Contest: The Eurovision for Machine Composers.” Euronews, www.euronews.com/next/2022/08/09/ai-song-contest-the-eurovision-spin-off-where-music-is-written-by-machines. Accessed 20 Aug. 2023.
3D Geometry of Biological Molecules
by Ashely Sung
AI or artificial intelligence is growing rapidly over the past few decades. It is taking a more and more significant role in various fields. In biology, AI plays a critical role for us to make significant progress in biological research. For example, the “precise identification of 3D geometry of biological molecules” like proteins(large complex molecules that play many roles in our body) helps scientists to explain how different molecules work or even to discover how the molecules interact with drugs.
Stanford PhD students Stephan Eisman and Raphael Townshend
developed an algorithm that can accurately predict the 3D shapes of biological molecules so the scientist can know how different molecules work. Their unique approach lets the algorithm discover the features of the molecules and the “fundamental concepts of molecular structure formation” themselves instead of teaching it knowledge that can potentially lead to biased results. The machine successfully learned the proteins on its own and even learned characteristics of proteins those students didn’t know before.
After the successes with proteins , they decided to apply the algorithm on RNA, another class of important large molecule that functions to convert genetic information of DNA into proteins. With the same method of letting the machine discover itself, it “outperformed all the other participants” in a “RNA Puzzles” competition. This machine not only helps us build more knowledge of the molecules but also takes us to the next step in biology.
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Sources:
Bhardwaj A, Kishore S, Pandey DK. Artificial Intelligence in Biological Sciences. Life (Basel). 2022 Sep 14;12(9):1430. doi: 10.3390/life12091430. PMID: 36143468; PMCID: PMC9505413.
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“Google’s Deepmind AI Predicts 3D Structure of Nearly Every Protein Known to Science.” CNET, www.cnet.com/science/biology/googles-deepmind-ai-predicts-3d-structure-of-nearly-every-protein-known-to-science/. Accessed 19 Aug. 2023.
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University, Stanford. “AI Algorithm Solves Structural Biology Challenges.” Stanford News, 26 Aug. 2021, news.stanford.edu/2021/08/26/ai-algorithm-solves-structural-biology-challenges/.
Myth: Gum Stay in Your Stomach For Seven Years
by Ashley Sung
Does gum really stay in your stomach for seven years before it can be digested? The answer is no. According to Dr McGreal, it is “unlikely that gum would stay in your stomach for seven years”. It’s true that gum cannot be digested by stomach acids like other food but that doesn’t necessarily mean it will stay there for seven years. We don’t have the digestive enzymes, proteins that aid digestion, to break down gum but it goes down the same path as food. As it moves throughout your digestive tract, it will exert itself in stool. It will take some time to do so but it won’t take seven years!
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Even though swallowing gum or seeds will not damage your digestive system, you should not swallow in large quantities. The artificial sweeteners in the gum can still cause nausea and diarrhea. The origin of this myth is still unclear but it may be due to parents wanting to teach kids not to swallow non-food items!
Sources:
6 Ways Chewing Gum Is Wrecking Your Health - Ladders, www.theladders.com/career-advice/6-ways-chewing-gum-is-wrecking-your-health. Accessed 14 Aug. 2023.
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27, August. “Myth or Fact: It Takes Seven Years to Digest Chewing Gum.” Duke Health, www.dukehealth.org/blog/myth-or-fact-it-takes-seven-years-digest-chewing-gum. Accessed 13 Aug. 2023.
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Santos-Longhurst, Adrienne. “How Long Does Gum Take to Digest? How Long It Stays in Your System.” Healthline, 31 July 2018, www.healthline.com/health/how-long-does-gum-take-to-digest.
AI Chatbot: Eliza
by Ashely Sung
Can AI treat mental illness? Over the last few years, pandemic resulted in a significantly increased number of individuals suffering from mental health conditions. The World Health Organization reported that “over 150 million people in the WHO European Region were struggling with a mental health condition” in 2021. Because of this, AI became a new tool in monitoring mental health problems in the populations.
The Rogerian psychotherapist chatbox ELIZA, created by Joseph Weizenbaum is designed to make users feel as though they were talking to someone who understands their feelings. Many people who tried the chatbox have found it helpful and captivating at the same time. In The Journal of Nervous and Mental Health Disease, three psychiatrists claimed that with ELIZA, therapy would then “no longer be limited to the ono-to-one patient therapists”. AI’s contribution doesn’t just stop here. In 2017, Alison Darcy created Woebot which supports individuals with mental health problems through a smartphone app. It claimed to “[counsell] nearly a million and a half people”. Maria, a Woebot user, struggled with depression and had found Woebot comforting. Although she was skeptical about Woebot at first, she eventually gave it a try. Woebot successfully understood Maria’s struggles and helped her cope with her feelings. She even started to see a human therapist because of Woebot.
Despite the fact that people may see AI replacing the work of a human therapist, AI is only playing a supporting role in mental health treatment because there are still things AI has not been able to accomplish yet like empathy. In conclusion, AI can serve as a great tool to support mental health care, but it can’t fully replace the role of the professionals.
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Sources:
“Artificial Intelligence in Mental Health Research: New Who Study on Applications and Challenges.” World Health Organization, www.who.int/europe/news/item/06-02-2023-artificial-intelligence-in-mental-health-research--new-who-study-on-applications-and-challenges#:~:text=In%20parallel%2C%20AI%20has%20been,problems%20in%20individuals%20and%20populations. Accessed 16 June 2023.
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“Eliza.” Wikipedia, 13 June 2023, en.wikipedia.org/wiki/ELIZA.
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Khullar, Dhruv. “Can A.I. Treat Mental Illness?” The New Yorker, 27 Feb. 2023, www.newyorker.com/magazine/2023/03/06/can-ai-treat-mental-illness.
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Schwartz, Eric Hal. “Therapy Chatbot Startup Woebot Raises $90m.” Voicebot.Ai, 22 July 2021, voicebot.ai/2021/07/22/therapy-chatbot-startup-woebot-raises-90m/.
How AI is Reshaping Education
by Alvin Sung
The current school system has been around for 150 years. While it has undergone a few changes such as increased technology usage and higher-quality curriculum, the system has yet to experience significant reforms. However, the emergence of AI technology may be able to change that.
On March 8th, 2023, Stanford Accelerator for Learning and the Stanford Institute for Human-Centered hosted The AI+ Education Summit, where students, researchers, and industry leaders gathered together and explored the impact of AI in education. There were several benefits and risks identified during the discussion.
Benefits:
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New teachers could use AI tools to help them improve their abilities by teaching AI like it is their students, and AI could provide feedback and ask follow-up questions to the teachers. ​​​​
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AI can analyze the classroom dynamics using students' speaking time and participation rates, which help teachers create a more engaging learning environment.
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Some people believe AI will make it unnecessary for students to learn how to write and weaken their skills to express their thoughts and ideas effectively. However, the meeting participants disagreed and believed AI is actually a tool for writing. They compared AI to a calculator. Although calculators are able to solve complex problems and other basic mathematical calculations like addition, all schools still teach their students how to perform them. Dora Demszky, assistant professor of education data science argues “students will now have to edit and curate, forcing them to engage deeper than they have previously.”
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Many students are afraid to ask for help because of fear of judgment, but AI gives the students the help they need in a non-judgemental manner.
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Teachers often do not have enough time to provide personnel and detailed feedback to each student, but AI can support them to achieve that.
However, significant risks were also identified:
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AI is not able to represent the diversity of the student population, which fails to create an inclusive and equitable environment.
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The goal of many AI tools is to create responses as fast as possible, so their answers might be incomplete and damage students’ learning.
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AI tools do not always generate accurate information.
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Many students worry about how AI would affect each industry and believe it might automate numerous tasks. They fear that their hard-earned skills might be undervalued.
AI can be a beneficial and impactful tool to create a better learning environment, but it is also crucial for us to ensure that AI is integrated into education with careful consideration.
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Sources:
“Ai Will Transform Teaching and Learning. Let’s Get It Right.” Stanford HAI, hai.stanford.edu/news/ai-will-transform-teaching-and-learning-lets-get-it-right. Accessed 11 July 2023.
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Hope, Diana. “Role of AI in Education as Advances in Big Data Loom.” SmartData Collective, 31 Aug. 2021, www.smartdatacollective.com/7-changes-artificial-intelligence-brings-to-the-education-sector/.
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“Learn Artificial Intelligence with Online Courses and Programs.” edX, www.edx.org/learn/artificial-intelligence. Accessed 11 July 2023.
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Gill, Monica. “How Data Will Empower AI Teacher of the Future.” Medium, Towards Data Science, 10 June 2019, towardsdatascience.com/how-data-will-empower-ai-teacher-of-the-future-193e83c9514f.
Scariest Animals
There are a lot of scary looking animal in the world but here's 4 animals that deserve to have a medal for being this scary!
Australian Ghostshark
Deep sea animals often have to evolve in order to adapt to the extreme environment including high water pressure and lack of light, and these evolutions make them look strange compared to other sea animals we see. One such animal is chimeras or Australian ghostshark. Their eyes are backed with reflective issues in order to absorb light and help them see better in the dark, and these tissues can glow in the dark, which makes them look like ghosts. They also have stitch-like lines on their faces that enable them to detect the movement of water caused by their prey.
Goblin Shark
Scary, right? With its obtrusive nose and extending jaw ordained with needle-thin teeth, it’s clear how the Goblin Shark got its name. However, we have nothing to fear from these sharks; they are deep sea dwellers, feeding mainly on small crustaceans and fish.
The Goblin Shark is actually a fascinating specimen, sometimes referred to as a ‘living fossil’ because of its impressive 120 million year old lineage. They are usually between 10-14 feet or 3-4 meters, although they can grow up to 20 feet (6 meters). These sharks can be found about 300 feet deep while adult sharks can be found almost 5000 feet below the surface. Given their deep-dwelling circumstances, they are not commonly found.
It is assumed that the Goblin Shark is a sluggish and slow hunter due to its flabby body and tiny fins. After being further observed, it's been confirmed that the Goblin Shark’s nose serves an important role: it is covered in ampullae of Lorenzini which enables them to sense small electric fields sent by surrounding prey. After they are sensed, the shark rapidly extends its jaw to snatch their unsuspecting prey.
Considering their already rare appearances, scientists assume they are on the brink of extinction due to factors such as climate change, habitat loss, and overfishing. Sharks are fascinating creatures which have survived from the time of Dinosaurs, and despite their tainted images from movies such as “Jaws” and “The Meg”, they should be protected as any animal should be.
Potoos
Potoos are nocturnal insectivores that live in South American rainforests, such as the Amazon Rainforest. Due to their highly nocturnal behaviors, they do not fly during the day and are spotted on the branches. When noticing danger, they change into their “freeze” position in subtle movements that make it hard for their predators to notice them.
When under attack, these horrifying creatures make use of their big beaks and eyes to intimidate their predators and scare them off.
One of the more popular species of potoos is the Great Potoos, which is also known as the “Ghost Bird”. These species are known for their visual similarities to owls, though they do not belong to the same family.
When under attack, these horrifying creatures make use of their big beaks and eyes to intimidate their predators and scare them off.
Star Nosed Mole
The star nosed mole is known for being the most sophisticated sniffer. The star on its face is made out of 22 tentacles. Their nose is the principal sensory organ to find food because they can’t see. Not only that, its nose is actually a mirrored structure of animals’ brains. There are 100,000 nerve endings to help find prey at lighting speed. Because their nose is the most sensitive organ in the animal kingdom, they can even smell underwater! Another interesting fact about star nosed mole is that it is the fastest eater on the planet.
The Manhattan Project
by Alvin Sung
The Manhattan Project was a research project in the US during WW2 that invented the first atomic bomb, and Julius Robert Oppenheimer, who is also called the “Father of the Atomic Bombs”, was assigned to lead the project for his renowned research in theoretical physics.
The project made two types of atomic bombs: Fat Man and Little Boy, and both were dropped in Japan in 1945 and killed about 220,000 people combined. The explosions were actually only responsible for half of the deaths, while the other half died from the radiation released from the explosions.
*Image of Nagasaki, Japan on August 9th, 1974 after Fat Man was dropped.
Fat Man Little Boy
So how can a bomb smaller than a Jeep manage to kill thousands of people?
The correct answer is nuclear fission, which involves the splitting of a nucleus into two separate nuclei. The nucleus is the center of an atom, which is the basic unit of all matter. (Fun fact: A baseball has about 1,000,000,000,000,000 atoms.)
For some elements, when their atoms absorb neutrons, they will become unstable and release an enormous amount of heat, radiation, and more neutrons, which leads to more nuclear fission. The Manhattan Project used the element plutonium-239 for Fat Man’s nuclear fission, which is more efficient in sustaining chain reactions compared to Little Boy’s uranium-235. However, both bombs released the same type of radiation called gamma rays, electromagnetic radiation that can penetrate the skin and lead to vomiting, weakness, nausea, and even death.
After the Manhattan Project, many more types of atomic bombs were invented such as fusion bombs, which use high temperature and pressure to combine nuclei and release energy that is far greater than that of nuclear fission. Although countries can use these bombs to protect themselves, they have killed many innocent civilians and damaged the earth's environment by contaminating the soil and water. Thankfully, many countries have signed international treaties including Strategic Arms Reduction Treaty and Limited Test Ban Treaty to regulate the usage of atomic bombs.
Sources:
“Nuclear Test-Ban Treaty.” Encyclopædia Britannica, 9 Aug. 2023, www.britannica.com/event/Nuclear-Test-Ban-Treaty.
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“What Is Fission and How Does It Work?” Emirates Nuclear Energy Corporation, www.enec.gov.ae/discover/how-nuclear-energy-works/what-is-fission-and-how-does-it-work-/. Accessed 15 Aug. 2023.
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Mukherjee, Santanu. “Atom: Definition, Structure & Parts with Labeled Diagram.” Science Facts, 23 Apr. 2023, www.sciencefacts.net/atom-2.html.
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“How It Works - the Atomic Bomb.” YouTube, 20 Apr. 2021, www.youtube.com/watch?v=3Eh4nkkYaAE.
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Helmig, Lacey. “Wwii 75: Marching to Victory.” Truman Library Institute, 17 Feb. 2022, www.trumanlibraryinstitute.org/wwii-75-marching-victory-19/.
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“J. Robert Oppenheimer.” Wikipedia, 15 Aug. 2023, en.wikipedia.org/wiki/J._Robert_Oppenheimer.
Life now Imitates Art
by Hosannah Choi
Art created by artificial intelligence (also known as A.I. art) is not new to the scene: first developed in 1960 using the Aaron System which was created by Harold Cohen. He used the Aaron System as an artificial intelligence assistant for a black and white drawing. However, since 2014, art can be fully generated by AI. It allows users to transform text to art such as asking AI to “draw me an apple with gold spots on it”. How does this work? This AI, similar to other AI systems, analyzes patterns in human-made art and replicates that but with originality. They use generative adversarial networks (GANs for short). GANs include two neural networks which are a generator and a discriminator. The generator's job is to recreate artwork similar to the given reference, and the discriminator's job is to tell the difference between AI art and real art. Working together they improve on reproducing and differentiating art. Throughout the years, AI art has become extremely complex and developed and can almost replicate exact art styles. The art that is generated is actually quite impressive and detailed, and can also generate images of humans that never existed or say fantasy worlds. AI art is now only limited by one’s imagination! However, this poses a threat to many artists because of how good AI art has gotten. The image below was created by an AI.
Many can't differentiate between human made art and AI generated art which leads to concerns of the future: what will happen to the authenticity of art? For millions of years, art was the way for humans with natural or earned talents to express themselves, but with such a powerful tool like AI will that standard disappear? It all depends upon if artists are able to convey something that AI can't, and it also depends on viewers and art enthusiasts as well.
Try it yourself! You may have to sign up with an account: https://www.imagine.art/?utm_source=google&utm_medium=cpc&utm_campaign=+Imagine_web_Us_search_ATC&gclid=Cj0KCQjwk96lBhDHARIsAEKO4xbNJu2q3XZqpTn2DCxkGDfwh6DdAVhzJCeaICyCng5nRSPegCmRZmUaAmkkEALw_wcB
Sources:
Mello-Klein, Cody. “Artificial Intelligence Is Here in Our Entertainment. What Does That Mean for the Future of the Arts?” Northeastern Global News, 12 Oct. 2022, news.northeastern.edu/2022/09/09/art-and-ai/.
“Artificial Intelligence Art.” Wikipedia, Wikimedia Foundation, 20 Aug. 2023, en.wikipedia.org/wiki/Artificial_intelligence_art.
Little boy: our World's Climate Crisis
by Hosannah Choi
After the devastating Maui fires resulting in more than 90 deaths, the climate crisis is called to our attention now more than ever. 2023 is the year of El Niño (‘little boy’ in Spanish), when the warm undercurrents make their way towards the American West Coast. Trade winds weaken, and the North of the U.S. along with Canada becomes drier and hotter. However, the opposite happens for the U.S. Gulf Coast and Southeast, where it becomes flooded and still warm. Not only does this affect the human inhabitants of the land, but the marine dwellers as well. Nutrients from the cold undercurrents are scarce, resulting in fewer phytoplankton. This disrupts the food chain as phytoplankton serves as the main diet of smaller fish, which in turn are part of the diet of bigger fish and crab.
With the bad comes the good: La Niña. As you might guess, this translates into “Little Girl.” Instead, the trade winds become stronger and upwelling increases which brings cold water and nutrients to the American coasts. Although this may cause hurricanes and heavier rains as well, the marine life flourishes, attracting yummy fish such as salmon and squid.
Although El Nino and La Nina are not directly correlated with the Climate crisis, it should be an alarm bell to figure what we can do to reduce our carbon footprints and lower Earth’s overall temperature. Many things include switching to cleaner fuels and sources that don't pollute our atmosphere, such as solar panels or wind generated energy. As wildfires become increasingly common around hotter places around the world, we must work together to adapt and find solutions.
Sources:
Martichoux, Alix. “Where Do El Niño and La Niña Get Their Names?” The Hill, The Hill, 19 Apr. 2023, thehill.com/homenews/nexstar_media_wire/3958308-where-do-el-nino-and-la-nina-get-their-names/#:~:text=As%20they%20reach%20their%20peak,hurricane%20seasons%20in%20the%20Atlantic.
The Double Edged Sword of Scientific Progress
by Thomas Ebele, Ph.D
“Now I am become death, destroyer of worlds.” Robert J. Oppenheimer, father of the atomic bomb, uttered these portentous words from a sacred Hindu text to acknowledge his role in creating the most destructive technology in history. Our mastery of science has, more than any other characteristic, differentiated homo sapiens from all other species on the planet with the gift of mechanical advantage. We have risen to the top of the food chain and taken our seat on the throne as masters of the Earth because of our ability to combine elements of our environment into tools that amplify the potential of our bodies. However, every gift of science has been like a double-edged sword that cuts the wielder when mishandled.
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Oppenheimer knew well enough that science does not progress in a vacuum. The nuclear bombs that were dropped on Hiroshima and Nagasaki, killing many thousands, was meant to be the coup de gras to finally end WWII in the Allies’ favor. Every step of scientific progress has brought some measure of advantage to the society which spawned it and has caused problems, some deadly, for unfortunate groups in each society. When Alfred Nobel invented dynamite, he did not foresee that his achievement would earn him the moniker “the Merchant of Death.” Chastened, he used his amassed wealth to create the Nobel Peace Prize as a belated effort to mitigate some of the damage his invention had caused. Similarly, Sara Winchester inherited a vast fortune from her father who invented the repeating rifle, a weapon of sufficient power to give American settlers a significant advantage as they fought Native Americans for the mastery of the land. She spent the last 38 years of her life obsessed with continuous construction that transformed her family mansion into a labyrinth, allegedly to hide from the numerous vengeful ghosts of people killed by the rifles that were used to kill them. Scientists, if they are being honest, must admit to the outsized impact they have on the lives of every person in our civilization.
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The progress that science brings, however, does not benefit everyone equally.
There are many examples of inventions that, for example, put legions of workers out of their jobs. For more than half a century, women in the US worked as switchboard operators until they were put out of work by the electrical switchboard because it saved the company money that would have gone to wages. The plastics industry has gutted the formerly dominant canning and glass packaging industries, and airplanes put multitudes of sailors on passenger ships out of work. A small cadre of owners of capital have benefitted the most from our mechanical advantage, leveraging it with social advantage to create a crop of billionaires who wield outsized influence over American society while millions of homeless wander the streets and alleys in search of food and shelter. They have also been excluded from the fruits of technology.
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How many people have been hurt by the double-edged sword of technological progress? Uncountable. Yet, we tend to dismiss the potential negative consequences. We accepted the plastic products and their almost magical ability to provide any form of sterile packaging for our food and medicine. Now we have to deal with the conundrum of plastic waste that will be cycled through our bodies in the form of microplastics for centuries. The internal combustion engine allowed faster travel and boundless versions of useful machinery, but now it threatens our very existence with global warming. Nuclear energy provides relatively safe, efficient and carbon free power but saddles us with millennia of waste products and the specter of nuclear annihilation. If technology is like a sword, its edges continue to get ever sharper.
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Now we are faced with the advent of new technologies that bring promise and peril on an even greater scale. Artificial intelligence will transform society, putting even more power in the hands of the rich and powerful. Even so, many scientists warn of the danger of humanity losing control of a new species of sentient machines. Biotechnology such as gene splicing will allow people to live longer lives and, at some point, give people the ability to enhance and transform our bodies. Direct internet interfaces like Elon Musk’s proposed Neuralink will create a mental form of mechanical advantage that will make humanity almost godlike, yet will inevitably create new and more powerful forms of addictions and enable mind viruses and mental control of the masses. So far, our cleverness has kept us one step ahead of complete calamity. Lacking any viable controls over either the development of new technology or the way it is disseminated throughout society, we can only rely on our good fortune to continue. As humanity reaches further into the black box of technological mastery, we must be careful what we pull out, lest we turn our treasure chest into Pandora’s Box.
scientific inventions
workers
Sources:
“Atomic Bombings of Hiroshima and Nagasaki.” Wikipedia, Wikimedia Foundation, 29 Aug. 2023, en.wikipedia.org/wiki/Atomic_bombings_of_Hiroshima_and_Nagasaki.
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​“J. Robert Oppenheimer.” Wikipedia, Wikimedia Foundation, 31 Aug. 2023, en.wikipedia.org/wiki/J._Robert_Oppenheimer.
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“Plastic Waste Plight from Your Body Wash.” Marie Ernst, marieernst.com/blogs/bathing-and-sleep-tips/plastic-waste-plight-from-your-body-wash. Accessed 31 Aug. 2023.
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“Psychic Violence: The Hauntings of Sarah Winchester.” Dilettante Army, 30 Oct. 2018, dilettantearmy.com/articles/psychic-violence.
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“Sarah Winchester.” Wikipedia, Wikimedia Foundation, 19 Aug. 2023, en.wikipedia.org/wiki/Sarah_Winchester.
Interesting Fact About AI
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An example of an early AI is Christopher Strachey’s checker program which could play checkers with humans.
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2. The idea of Artificial Intelligence began in ancient times, when inventors and philosophers came up with the idea of “automaton”
which, moved independently without humans.
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3. The first “ChatBot” was created in 1966.
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4. One of the more famous examples of AI is through autonomous driving technology of Tesla, a car company. They created their autonomous
driving system in 2014 and have improved on it since.
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Quiz
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In what fields is AI used?
A. Biology B. Education C. Sports D. All of the above
2. How do biologists use AI to enhance their research based on the articles?
A. Monitor Ecosystems B. Predict 3D shapes of biological molecules
C. Predict Drug Efficacy D. Understanding Protein Functions
3. What is grayscale?
A. A way to compress image data to reduce the file size
B. A color model that combines red, green, and blue to create different colors.
C. A method to increase image resolution and sharpness.
D. Pixels that only have brightness and no color
4. What are the two neural networks in GANs?
A. Sender and receiver B. thrower and catcher C. generator and discriminator
5. Explain what Musical Information Retrieval (MIR) and Generative Music Theory (GMT) are.
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​6. List two ways in which AI is used in sports.
1.______________________________________________________________________________2._____________________________________________________________________________
7. Give one risk and benefit of AI in education.
Risk:__________________________________________________________________________
Benefit:_______________________________________________________________________
8. How can AI be used in other fields or industries?
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