Killer Smiles: A Fine Line Between Creepy and Beautiful

From observing trends in art, social media, ranking systems, and pop culture, there appear to be two main types of “creepy smiles”: Type I, which I coined The Grinch Pinch and Type 2, which I coined The Muted Shark. Types I and II typically contain all or many of the following features:

Bias In Emotion Tracking

We seem to subscribe to the popular oversimplification that machines are less biased than humans; however, if you are familiar with the ways in which machines are trained to read and focus on different aspects of data, you will know: It’s just not that simple.

Colors of Sadness

Signals of emotion are not limited to facial expressions. Changes in blood flow and skin color can also signal how we may be feeling. Here I explore the color changes from my authentic sadness reaction.

Building Smiles – The Right Way

The smile is an essential expression for emotion and communication. Smiles form when our lip corners are pulled diagonally by a muscle called “zygomaticus major.”

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