Introduction

A few months ago I discovered fast.ai’s fastbook. It was released in August with an accompanying set of YouTube videos that serves as an introductory course in the topic of deep learning. The content is made very approachable by the authors Jeremy Howard, Rachel Thomas, and Sylvain Gugger.

I already had a cursory knowledge of AI having taken a class in college, but I wanted to dive deeper into the inner workings — ideally all the way to the metal. I purchased the book on Amazon in August, but I’ve been slow to go through it since some of the video lectures are rather long, and I learn far better by reading and doing versus listening.

This week I’ve decided to pick up where I left off. I had been thinking about starting a early today (why not), and one of the sections of the book/lecture specifically calls out the advantages of starting your own blog which is rather strange for a book about deep learning. Anyway, that section of the book pushed me over the edge, so now here we are.

To give a quick introduction of myself: My name is Jerred Shepherd. I’m a software engineer working at Amazon Web Services. I work on problems regarding distributed systems and scalability which has been really fun. I love computers and programming, and I often spend my free time working on side projects as a hobby.

Recent posts from blogs that I like

Medium and Message: Gilding

How gold leaf is applied, burnished and patterned using punches to create a jewelled surface. Seen in the Wilton Diptych, and revived by Gustav Klimt at the end of the 19th century.

via The Eclectic Light Company

Giving LLMs a personality is just good engineering

AI skeptics often argue that current AI systems shouldn’t be so human-like. The idea - most recently expressed in this opinion piece by Nathan Beacom - is that language models should explicitly be tools, like calculators or search engines. Although they can pretend to be people, they shouldn’t, beca...

via Sean Goedecke

The Unbound Scepter

My post-surgery medication stack gave me the most on-the-nose dream of my life.

via Xe Iaso