Thursday, June 27, 2024

Coal versus Nuclear: Why You Shouldn’t Be Scared of Nuclear Power

Is nuclear energy safe?


When considering clean sources of energy in comparison to coal, most people gravitate towards solar, wind, and hydro power, but where does nuclear energy lie? Most people are cautious on the topic of nuclear power because of its connotations: nuclear disasters, nuclear weapons, radiation.


While these are historically and scientifically valid concerns, I believe that nuclear energy is safer than other sources in most ways, and it has the potential to create much bigger energy outputs with lesser cost. I argue that nuclear energy is safer for the environment, safer for humans, and safer for our wallets than most other forms of energy.


One of the most important topics to address when analyzing nuclear power are the disasters that have been caused by nuclear power and energy advancements. Two of the most infamous nuclear plant accidents are the Chernobyl and Fukushima disasters.


While Chernobyl is a more historic example, Fukushima was just over a decade ago, making the general public opposed to the further use of nuclear energy; however, according to Our World in Data, their total estimated death tolls are still uncertain. Despite this uncertainty, we do know that these estimated death tolls are much higher than reality. Taking into account only the known deaths of each incident, the combined death toll of both incidents is ~2,400 casualties (not accounting for any projected death amounts).


The Fukushima disaster was also affected by the tsunami that caused damage to the plant in the first place, likely inflating the cause of death reports. In hindsight of natural disasters such as the Fukushima tsunami, energy officials are taking more precautions in their placement of these plants in high-risk areas, which will likely increase their overall safety in the future. Hopefully these next steps will encourage people to consider the positive aspects of nuclear power instead of fearing it. That being said, nuclear meltdowns can only be prevented with the implementation of better emergency systems and training on behalf of the operators.


For the sake of this discussion, deaths caused by nuclear applications for the sake of weaponry (atomic bombs and missiles) are not being taken into account because they were not used for domestic energy production purposes and are separate issues.


When comparing the safety of nuclear energy to traditional fossil fuels, nuclear energy has caused fewer overall casualties. Research from the Harvard School of Public Health provides that, “460,000 deaths were attributable to coal PM2.5 (in the United States in 1999).” This information means that the air pollution given off by coal plants contain air contaminants that significantly increase health complications and mortality rates among U.S. citizens. In this case, the toxic waste is not carefully contained like nuclear waste, but the waste from coal plants is in the air that we breathe.


These deaths from coal plants were seen most from 1999-2007, and have decreased drastically in recent years, but mostly because many plants in the U.S. have installed scrubbers or have been shut down. These recent changes will help in the future, yet do not aid past air pollution which will take time to dissipate.


Nuclear power is also more efficient in power output than coal plants are. Infographics from the International Atomic Energy Agency (IAEA) claim that it takes “88 tonnes of coal” to match the amount of energy that a person uses in a lifetime. On the other hand, the IAEA claims that it takes “A chicken-sized egg amount of uranium fuel” to produce more than enough energy to fuel this quota.


I concede that nuclear technology is slightly younger and less understood than coal power, and that the issue of nuclear waste is still being discussed; however, I do not believe that this will remain an issue because nuclear scientists focus heavily on safety and containment, especially in light of the notable accidents.


Rather than accepting the dangers posed by power production, nuclear energy is actively trying to become safer. Coal plants are also addressing the dangers of their methods but are inherently less ‘clean’ than nuclear power due to CO2 emissions. Nuclear energy stands out even among the other clean energy sources, and while I cannot apply every topic of discussion for this argument in this opinion piece, I believe that nuclear energy is making bounds in safety and sustainability efforts.

Tuesday, June 25, 2024

June 18: Machine Learning

 Machine Learning

Dr. Schuman's Seminar on Machine Learning and its Applications

For this class period, Dr. Schuman, who has a PhD in computer science, shared her team's latest research efforts on machine learning. Machine learning requires a system to utilize training data in order to apply it to new situations that are unlike any that the system has seen before. This process requires machines to actually learn rather than memorizing specific outcomes, and because of this they can adapt. Adaptation is important for creating automated systems such as the self-driving car that Dr. Schuman's team is experimenting with.

She also mentioned that the training data that fuels these machines is provided by ordinary people every day. The data given from simply browsing the web helps machine learning tailor advertisements and other media towards its audience. Machine learning is beginning to be based more and more off of human intelligence as Dr. Schuman noted that they are modeling these systems to be like human neurons. This formation will allow these machines to process information in a more energy efficient way, just like people.

Monday, June 24, 2024

June 24: Chatbots

 Chatbots

Chatbot Flow for Business Page

Learning How to Create Chatbots to Answer FAQs Using Facebook and Chatfuel

First things first, what is a chatbot? A chatbot is an automated system that is used to talk to people without the supervision of a person. One of their main uses, which we explored today, is how chatbots can be used by businesses to help customers when agents are not available. These systems are able to answer questions for customers based on inputs set by the company.

First, we used the website repl.it to learn about the code used to make chatbots. We used Python to create basic dialogue for the bot to follow, and then made several if-else statements to guide the bot through answering different questions. Through this we were able to interact with a chat bot in a capacity that was limited to the amount of code that we made.

Because creating code ourselves would take too long, we used a site called Chatfuel to connect to a Facebook page that we could add a chatbot to. This site made it easy to create a chatbot because all you had to create was a 'flow'. A flow in this sense is just the order of events that you give to your chatbot. For example: if you ask about the business hours, the flow will then tell the chatbot to present the information in the next message. I designed my chatbot to answer questions about the locations, hours, and menu for a fake pancake restaurant. The user has the option to click on boxes that display these areas of inquiry, then the flow leads them through the information.

Some pitfalls you might encounter while creating a chatbot include messing up the flow and answering all of your possible questions. If you do not properly set up your flow, your customers may not get the information they ask for. In the same sense, whichever questions you do not answer, your chatbot will not be able to provide customers with the information.


Thursday, June 20, 2024

June 17: Visualization and AI Overview

 Data Visualization

This data visualization activity was a Python code that created a model of the planets. It made them circular, gave them nametags, gave them a color, and oriented them in-scale with how far away they are in relation to the sun. 

I was able to change the planets from their original blue color to green, and I messed with their size to make them larger. Then I played with the scale so that some planets would overlap less. By doing this, I learned that data visualization can be tinkered with in order to maximize the readability of the data being presented.

Learning About AI - Titanic

AI, by definition, is artificial intelligence. They are programs that are able to learn and can be trained by absorbing data, and they use this information to complete tasks. Some give straight answers, but others can be made into algorithms that can predict outcomes by looking at the data. In the situation of the Titanic, my group predicted who would survive by looking at their social status, gender, and age. The higher the social status, the more likely they survived. This also goes for females surviving more than males, and younger people surviving more than older people. When I coded my Titanic predictions, they were fairly accurate given the information that I gave the computer from the tutorial. I learned that we could use AI to do the same kind of figuring that human minds can do, but faster and more informed.


Monday, June 17, 2024

June 14: CAFOs

 CAFOs and Intersectionality

Issues with Factory Farms and the Nuances of Stopping Them

Today we discussed CAFOs (concentrated animal feeding operations) and got into groups to think about whether or not CAFOs are necessary. Our group was assigned to discuss why it would be beneficial to get rid of CAFOs, and we talked about a few key points.

First, we brought up the point of animal cruelty. These operations are very inhumane on behalf of the animals being farmed. We agreed that smaller farms could treat animals better; however, it would also make meat widely less available and more expensive. Another point that was brought up was that getting rid of CAFOs could build community and spread awareness about real rood. This would be an effect because smaller operations require more interaction with the farms, so if the farms were local, people would engage more with members of their community. It would also allow people to have more insight into how meat processing works, which would be beneficial since most people are far removed from their food sources. Finally, we discussed that it would be safer for communities if CAFOs were disbanded because the waste from animals can pollute water sources and create resistant diseases.

Thursday, June 13, 2024

June 13: Are Animals People?

What Defines a Person?


Today in class we collaboratively came up with a list of characteristics that makes something a person based off of how we define ourselves as people. In order to be a person, something must have some form of sentience, have reason, have the capacity to communicate, have emotions, and have some form of morals. By this definition, more things than just humans can be people; however, even some humans don't meet all these criteria, such as babies and people with cognitive disabilities. This definition of personhood brings up a couple of questions:

Do the rights of persons outweigh those of non-persons in every case?
If you do not meet all the criteria for personhood, does that mean you are not a person?

In relation to the first question, the example of animal abuse is a case where the rights of a typical non-person would morally outweigh the rights of the person doing the harm; however, by this new definition of a person, many animals would also be considered people, which changes the nature of this example to 'whose rights are more important'. In this case, it would be the person whose rights are being infringed upon, even if the other person's rights give it the freedom to infringe upon them.
In the second question, I believe that something can be a person even when it doesn't meet the criteria of a person if the rest of the subject's kind is supposed to be a person, or, in simpler terms, if it has the capacity to gain these criteria. Babies are an example. They do not come out of the womb with a moral compass or self-awareness, but because they can develop these things they age and gain experience, they are still people. However, the eventual development of all these criteria is necessary to gain full personhood.

Coal versus Nuclear: Why You Shouldn’t Be Scared of Nuclear Power

Is nuclear energy safe? When considering clean sources of energy in comparison to coal, most people gravitate towards solar, wind, and hydro...