Are You Overestimating The Algorithm?

Historical Roots

Algorithms have been a part of human history since the Babylonians, who used them to solve practical problems like calculating the volume of dirt for construction projects. Kyle Chayka highlights that despite their modern association with technology, algorithms are essentially step-by-step processes to achieve a result 1. Dr. Joy Buolamwini adds that algorithms are foundational to programming, allowing us to communicate with computers to solve problems and express creativity 1.

To me, an algorithm is just a sequence of steps to achieve an outcome.

--- Dr. Joy Buolamwini

These basic principles remain unchanged even as algorithms are now embedded in complex systems like artificial intelligence.

   

Cultural Influence

Algorithms today play a significant role in mediating culture, influencing how we consume media through platforms like Netflix and Spotify. Kyle Chayka uses the metaphor of the Mechanical Turk, a historical illusion of artificial intelligence, to illustrate how algorithms are often perceived as autonomous but are actually shaped by human decisions 2. He emphasizes that these systems are designed with human incentives, often prioritizing profit over quality 2.

It was this illusion of an artificial intelligence, of a machine that could think for itself, which in reality was a little guy in a box.

--- Kyle Chayka

Regina Barber notes that while algorithms can enhance our media experiences, they also flatten culture by filtering content based on commercial interests 1.