Deep Learning provided us with a way to do things differently. They introduced the concept of adding layers! By pushing

One hypothesis considers them nothing more than a side effect of the process that replaces normal daytime motor control with sleep paralysis. The other considers them to be an archaic reflex we inherited from our tree-dwelling ancestors, who were at risk of falling off a branch while sleeping.

The quote reliably appears only once in Jean-Jacques Rousseau’s Confessions which was allegedly completed in 1769 and was not published until 1782. This means that the quote was most likely written down in the 1760s, long before Marie Antoinette would ever witness a bread shortage.

On this day in history, the 16th of October, 1793, Marie Antoinette was famously executed by a revolutionary mob after a trial in which she was found guilty of depleting the national treasury, conspiracy against the state and high treason. This famous scene is often tied, inexplicably, to the quote “let them eat cake” though there is no record of Antoinette ever uttering those words.

At the time, especially in a famine or times of economic hardship, brioche would only have been affordable by the upper class elites of society. This quote shows the reader that the person who uttered it a) does not shop at normal bakeries and b) has no concept as to how much a loaf of bread or a loaf of brioche actually costs.

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sions demand more thought than others. Life isn’t always so simple. But at the same time, I can’t help but think that a high percentage of the best things that have happened in my life came when I gave myself permission to create my own green lights.

So what’s the big deal? Cake isn’t very nutritious but it is hardly the worst thing to eat during a famine. In fact, many people today love eating cakes of all times so why is this quote seen so horribly?

Having a clean closet reminds me of this. It serves as a reminder — much like my friend’s question that kicked off this article — that some things aren’t worth holding on to. We only have a certain amount of space in our lives. Chooses to hold on to things that add value to your life.

If we’ve learned anything over the last 8 months it’s that life can change on a dime. When you’re feeling stuck, steal a line from Grand Pabbie and ask yourself: “What’s the next right thing I can do?”

My mom told me about the exercise above. When it comes to simplifying my closet, it’s been a godsend. Every single piece of clothing I own serves a purpose. After some time, if I discover that something isn’t being of use, I get rid of it.

I’ve reached that stage in my life where I want my life as clean as my closet. I want my life to be lightweight. I want to be surrounded by people that fuel me and spend my time on activities that light me up.

It’s easy for us to explain that a smarter person is more likely to win from a dumb person in a game of chess. Well, guess what. If a computer learns every path to victory, he’s likely to be the better person. Deep learning tries to remember every path to victory, allowing it to compete and even beat world-class players in games like chess and go.

In the movie Frozen 2, there’s a scene where Queen Elsa is going through an extremely challenging time. Grand Pabbie, a wise old troll, calmed her anxiety with this one simple piece of advice — “When one can see no future, all one can do is the next right thing.”

Note the word brioche. Have you ever eaten something on a brioche bun? This is the same concept. Brioche is not cake but rather an artisan or luxury bread that uses a large amount of eggs and butter to make it light and savory. Even in places today brioche is seen as niche and expensive. It was exponentially more so in Revolutionary France.

By exposure to training data, modern deep learning neural networks sometimes have well beyond 10, 100, or even more layers — all learned automatically! The results are astonishing, blowing away years of traditional Machine Learning research on difficult problems!

The French have always had a strong bread and pastry industry that puts American bakeries to shame. I can only imagine someone trying to explain the concept of brioche to a group of English speaking people in middle America.