Sign in Subscribe

Elliot Smith

Little by little, then all at once

When I was a kid, I played a lot of Age of Empires. My favourite moment was gathering enough resources to move to the next 'age'. When I did, suddenly, dozens of new upgrades were available that transformed my city and its citizens. Within a few clicks, I

Findings #1

Hey, I'm adding something new to my roster of content. Once a week I'll post a quick update on interesting articles, videos, and general content from last week. It will be in theme for the rest of my content so you should find it interesting. If

Will we mourn for Siri?

I remember the first time I said "thank you" to Siri. I wasn't paying attention and had asked for a timer to be set. Nothing particularly difficult, but without much thought, out slipped "thank you". To be clear, I don't think Siri

Unbundling health on the path to value-based care

Introduction Live long enough, and you're bound to see familiar businesses unbundle and bundle back up. Jim Barksdale famously said that these are the only two ways to make money in business. Different factors drive these processes, but they often come at a time of technological innovation. There

Can AI help when it's "more of an art than a science"?

Even within technical fields, people describe specific tasks as "more of an art than a science". Within the context of AI, many will claim that AI can do the 'science' but not the 'art'. This begs the question of what art and science entail.

Personalisation and Curation

When I'm out of town and looking for somewhere to eat I open maps and pick somewhere near by with enough stars to lessen fears of food poisoning. These ratings come from humans that have been there and wanted to voice their opinion. Ignoring selection bias, the star

AI will come for knowledge work, 3 ways we might respond.

AI will eat the world Given enough time and compute resources, AI will replace 90% of the knowledge work we do today. At the current rate of automation that time may be shorter than we think. The 90% that is replaced by AI will be the simpler things, repetitive well

The importance of picking the right loss function

I don't know if Drucker thought a lot about artificial intelligence but he could have been when he said, 'what gets measured, gets managed. AI models learn through a repeated effort to minimise error. How we define error can wildly change how an AI learns and how

Debaters, Inflaters and the polarisation of online discussion.

The foundation of good science is debate decoupled from people. Debaters take data, present conclusions and discuss their meaning in the real world. Debaters don't tie their ego to outcomes when the discussion happens in a trusted environment. An idea can be bad, wrong or invalid without saying

Things I've Done: My PhD

In contrast to my post about Pepster [https://www.elliotcsmith.com/things-pepster/], this isn't going to be a year-by-year timeline for my research. Anyone who has done a Ph.D. can probably attest to the sporadic nature of getting from start to finish. Instead, this will be a