Programmed To Hate - Algorithms and Confirmation Bias

Algorithms based on our search behavior are designed to keep us engaged on every platform we use. The concept is simple; Show us what we like and we will continue scrolling. In theory it’s a good idea, because it allows us to consume content we enjoy without having to search very hard. The problem however is that we tend to avoid branching out and see the world only from one point of view. We are no longer challenged on our beliefs because the content we see agrees with our opinions. This can lead to the delusion that we are always right, and unfortunately even you might be guilty of this. Unless you are actively seeking out opposing opinions and doing independent research on topics, your convictions are likely only to be strengthened by what you see online.

 

Encyclopedia Brittanica defines Confirmation Bias as, “people’s tendency to process information by looking for, or interpreting, information that is consistent with their existing beliefs. This biased approach to decision making is largely unintentional, and it results in a person ignoring information that is inconsistent with their beliefs.” (https://www.britannica.com/science/confirmation-bias)

 

Confirmation Bias has been used throughout history to justify opinions. Even academic research can be flawed when a researcher looks only for evidence to prove a hypothesis rather than interpret all of the data for what it truly is. People have a tendency to only see what they want to see. The algorithms used to create the “for you” pages on your social media are literally confirmation bias machines. It is a computer analyzing all of your behavior and patterns and formulating content that directly speaks to you. It is more efficient at processing and organizing data that matches your viewpoint than you could ever imagine. It only shows you what you want to see and dismisses the content that does not align directly with your point of view. Due to the selling and sharing of data, companies can use this to target you with specific ads. Even a google search history can generate a for you page that shows articles on websites similar to what you’ve looked at previously. Every where you go and everything you see is tailored directly to you.

 

There have always been methods of reaching people and unifying one group against another. However, in the 21st century it is easier to connect with and influence people than ever before. We are living in an age of information and the person that controls that information, controls the people who consume it. We have more access to knowledge on our cell phones today than anyone in the history of the world. Unfortunately, we rely on these algorithms to do the work of finding it for us. It is incredibly simple to do a quick search to verify if something is factual. However, the coding in our devices brings things to us without ever having to do any work. It is simpler not to search for something so we just accept whatever is placed in front of us.

 

The darkest side of this is the spread of hate speech. This is often related to disinformation campaigns which would require an article in itself. As can be seen from the most recent election, Americans hate each other. They also hate people who are not Americans. We are a country so divided that there is almost an exact 50-50 split of which side of the political spectrum you are on. This is exactly what people in power want, because it ensures that no majority can overthrow a minority. When you hate your neighbor it distracts from hating your government. This has brought about a circulation of rhetoric against multiple groups and both sides are guilty of it. The left creates a viewpoint of those on the right as ignorant, backward, and racist. The right views the left as elitist, corrupt, and immoral. Blanket terms are used to cover each half of the American population as if we were all the same. We paint a picture of those who disagree with us as our enemies. This is especially true if you are foreign. Anti-immigrant language has been given a megaphone to spread hatred of those of a different nationality and skin color. This has been amplified and used as a main topic in the most recent election. A push to remove all illegal immigrants is coming under the guise of “safeguarding America from criminals.” We have accepted the idea of using concentration camps in The United States of America to house these undesirables that have been rounded up so that they may be deported out of the country. Fear and distrust of others is reaching a breaking point. Soon these are no longer going to be words, but actions. If we only surround ourselves with people that condone our behaviors then how will we ever hear the voices of those begging us to reconsider?

 

Open your mind, your ears, and your heart to others. Do the work to verify what you believe is accurate. Stop basing your opinions on cherry-picked data that supports a specific agenda. You cannot rely on your social media feed to ever challenge you, because it is literally designed not to. Have a conversation with someone about their opinions and try to understand why they think that. It is time to bring civil conversation and debate back to politics. Stop being angry with your neighbor who voted for Trump and go ask him why. You probably will not be able to persuade anyone to change their minds, but they might at least realize that not every person on the left discounts them as human beings. The lack of dialogue and connection with others only deepens the divide between us. The country has been divided into us versus them, and if we continue down this path it will only lead to further human misery.

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Women's Rights

  • Women deserve bodily autonomy, a right to privacy, and should not be disenfranchised in any way.
  • Single and low-income mothers should be given additional support to cover costs associated with food, clothing, school supplies, and general expenses associated with raising children.

Immigrant Rights

  • Residents that follow the law, are employed, pay taxes, and act in good faith to become a legal U.S. resident should be given a pathway to stay in Tennessee.
  • All those with criminal histories, not attempting to seek U.S. legal residency, or act in bad faith to subvert the system forfeit their rights to remain in Tennessee.

Education

  • Tennessee tax dollars should not be used to subsidize private schools and religious institutions. Funding for public schools should be increased, teacher pay should be raised, and schools should provide healthy lunch options free to all students.
  • Tax-based funding allocations should prioritize facility improvements, technology and material expenses that directly impact education outcomes while extracurricular activities should be funded solely through true surpluses of funding or local fundraising efforts.

Minimum Wage

  • The Federal Minimum Wage has not been increased from $7.25/hr. since 2009, but the Poverty line for a single earner in 2025 is $7.52/hr. The legal minimum to pay an employee is below the poverty line which is unacceptable. The State Minimum Wage needs to be raised to at least $12.05/hr by 2030.
  • 37% of Tennessee households are single-parent homes, and by 2030 a single-parent with one child would need to earn $12.05 just to be equal to the poverty threshold. This is the baseline by which we should dictate the State Minimum Wage for future increases to ensure that at the bare minimum a single parent can earn a poverty wage.
  • The increase would be done through a gradual year over year increase to allow businesses time to adapt and prepare them for a potential Federal Minimum Wage increase that surpasses these numbers. If the Federal Minimum Wage remains stagnant, then we would continue to raise the State Minimum Wage every 2 years to maintain a single-parent, single-child household at the poverty level.

Economy/Job Growth

  • Our primary focus should be onsmall business growth and local ownership of the companies that serve our communities.
  • Local ownership improves the quality of life of our residents, creates new job opportunities, and builds an avenue to close the gap of wealth inequality in our country.

Public Safety/Crime

  • A pivot to addressing the underlying issues that cause crimes is the best source of prevention. Stricter penalties for serious repeat offenders should be implemented to stop revolving door criminals.
  • Lesser penalties and financial hardship for non-violent offenders as well as more community-based programs increases likelihood of successful criminal reformation.

Homelessness/Poverty

  • The Tennessee State minimum wage should be increased to $10/hr with a root-cause analysis of poverty in our state in each county to be conducted to understand which factors are most likely to impact a person’s socioeconomic status.
  • County-Level plans to address economic disparity should be enacted to help improve the lives of our citizens and in turn provide a framework for a future generation to escape poverty.
  • Substance Abuse and Mental Illness are often the driving factors behind homelessness and an evaluation of local resources in each county should be conducted to understand how these resources are utilized, which types of people take advantage of them, and how funded can best be allocated to support the areas that need it most.

Drugs/Addiction

  • Addiction is a disease and must be treated as a mental illness and not just a lifestyle choice.
  • All counties should be given grants for qualified professionals to provide access to accredited, evidence-based drug and alcohol treatment programs.
  • Licensed Counselors, Case Managers, Probation Officers, and Court Staff should cooperate with one another to provide a holistic approach in treating addiction and ensuring an individual has an opportunity to reform and be a useful member within their communities.

Healthcare

  • Tennessee has become a hub for healthcare companies, and is an industry we should continue to strive as leaders in.
  • To ensure access to quality healthcare in more rural communities, Tennessee should create a program to incentivize new graduates in health fields to work in remote and underserved populations throughout the state in exchange for a stipend that multiplies each year based on time of service in these communities to offset the lower salary cost these areas tend to provide.

Government Efficiency

  • Each state controlled or funded agency should participate in process audits with each sector having a subject matter expert dedicated to improving the departments.
  • These personnel would serve as an advisor to the director of each department, but would bypass the bureaucratic chain of command through direct access to personnel at all levels ensuring all employees voices and ideas are heard.
  • By identifying time and monetary waste we can promote policy changes, facility upgrades and investment opportunities that would increase efficiency and reduce overall costs to operate these agencies without requiring a reduction in staff.

Environment/Energy/Natural Resources

  • Water management systems should be evaluated to account for the projected growth of urban population areas to ensure these resources are not overexerted.
  • Water and energy efficient appliances and fixtures should be mandatory for all new construction and renovations to help conserve resources and programs that offer rebates and incentives for energy efficiency should be expanded for both homeowners and contractors alike.
  • LEED certified contractors should be given priority for obtaining government construction contracts and all government facilities should be evaluated for energy-saving upgrades.

Infrastructure/Transportation

  • Public transportation needs to be evaluated for its current efficiency, use rates, and capacity for future growth and expansion.
  • All roadway and public space projects should prioritize long term growth potential over immediate use, because lack of planning in the past has left us with congested roadways incapable of handling our increasing population.  
  • A review of electrical grid and water management systems needs to be completed immediately to understand the impacts of population growth on aging infrastructure and a detailed plan to upgrade any outdated systems needs to be factored into future budgets to prevent costly maintenance and repairs.

2nd Amendment/Gun Control

  • The 2nd Amendment is enshrined in the Constitution of the United States of America and should continue to be the right of capable, law-abiding citizens to keep and bear arms and prioritizing firearm safety training for the general public can help prevent negligent discharge accidents as well as prepare citizens to engage in self-defense effectively should they ever find themselves in danger.
  • Common sense laws can help ensure that those purchasing and carrying a firearm are capable of doing so in good faith such as; Universal Background Checks, Age Restricted Conceal Carry and Handgun Purchases, Violent Offender Sales Bans, and Extreme Risk Protection Orders.
  • To protect Law Enforcement Officers from engaging in unnecessary high-risk encounters, public open-carry must never be allowed for rifles.