Linear Regression and Free Will

Do we have free will? That’s a question that’s haunted many philosophers, scientists, and people contemplating their existence late at night. We might find some answers in linear regression, of all the places. Background Linear regression can be simplified to drawing a line of best fit. Given any scattered set of data points, we want to create a line that best represents the shape of the data. A simple, 2D linear regression model is given by a general form ...

July 24, 2025 · Rohan Arni

Existentialism and Counterculture Through American History

From the moment we are born, there are expectations placed on us: go to school, find a job, start a family, build a life. Society gives us a blueprint on how to live a “meaningful” life. However, existentialism fundamentally rejects the premise that we have some “predetermined” purpose; instead, it suggests that it is up to an individual to find purpose in their life. Existentialists become aware of the “absurdity” of human existence: the fact that life itself lacks any inherent meaning beyond what we choose to give it. This problem, where humans seek purpose in a universe that offers none, leads to a dilemma: should we accept the illusion of meaning from society, or should we create our own? ...

March 20, 2025 · Rohan Arni

The Social Contract in the Digital Age

We’ve seen the rise of many great empires and nations–Romans and their expansive empire, the British and their global dominance–only to see it crumble to dust. We can blame a lot of things on these collapses: new rising nations, changing technology, unexpected external factors. However, the collapse typically comes from within, as the relationship between the government and its citizens starts to crack and fail. This dramatic decay can be explained by a concept called the social contract. The social contract is one of the most important ideas in political philosophy (the study of the nature of politics, society, and the relationship between citizens and government). It states that citizens willingly consent to give up some personal freedoms to a governing authority, in exchange for the protection of their rights. To put it really simply, citizens give up some free will to gain protection from the government. The social contract was essential to the founding of the United States, but the digital age is bringing new changes to this centuries-old concept. ...

November 13, 2024 · Rohan Arni

Hegelian Philosophy and the Modern Day

“Those who cannot remember the past are condemned to repeat it.” - George Santayana The present can seem like a very unstable and turbulent time. It seems as if the world is splitting itself apart, becoming more polarized and opinionated. However, to understand the direction the world is headed, we need to look back in the past for answers. Now, Hegel is notorious for being incredibly difficult to read. His works are often long-winded and use poor english to convey his thoughts. However, his ideas are incredibly important to understand. However, one of his ideas is incredibly important to understand: the dialectic. When broken down, the dialectic is not a very complicated idea. ...

June 17, 2023 · Rohan Arni