How to talk to ChatGPT through Siri

Recently, I wrote the post How to: Talk to GPT-3 Through Siri, describing how to significantly upgrade Siri using OpenAI’s recent davinci-003 model. The iOS shortcut in that post is already a big upgrade to Siri, but davinci-003 isn’t as capable as OpenAI’s latest models, which are also what is powering ChatGPT behind the scenes.Continue reading “How to talk to ChatGPT through Siri”

How To: Talk to GPT-3 through Siri

Note: it’s now possible to talk to a newer OpenAI model (gpt-3.5-turbo) through Siri – if you want to use the newer, and much cheaper, version, see my updated post here. The new version seems to do better on some questions but worse on others. Like many others, I’ve been incredibly impressed with OpenAI’s ChatGPTContinue reading “How To: Talk to GPT-3 through Siri”

Crypto is an Unproductive Bubble

This post sparked a great conversation on Hacker News! See the comments here.Another update: Scott Alexander just (12/8/22) wrote the best counterpoint to this that I’ve read – see it here “The four most expensive words in investing are: ‘This time it’s different.’” John Templeton I’m writing this essay not so much to convince anyoneContinue reading “Crypto is an Unproductive Bubble”

Regulating Resiliency in Supply Chains

COVID has exposed just how vulnerable to shocks the systems we depend on for physical goods are. Just about every good – from lumber to computer chips – has been subject to shortages, and each shortage has reverberated downstream through supply chains to cause shortages in many other goods, as with the millions of carsContinue reading “Regulating Resiliency in Supply Chains”

The Case for White-Collar Apprenticeships

Over the past century, the labor market in America has seen a dramatic shift from blue-collar to white-collar work. According to the Bureau of Census Data, white-collar work in the US grew from 17.6% of total employment in 1900 to 59.9% in 2003 [1]. The “white-collar” categorization was then discontinued for lack of specificity, butContinue reading “The Case for White-Collar Apprenticeships”

The Importance of India

This post sparked a great conversation on Hacker News! See the comments here. “Quantity has a quality of its own”–Attribution contested A significant factor in the power of states throughout history has been sheer numbers. Spain was able to control an overseas empire to a significantly greater degree than Portugal thanks in no small partContinue reading “The Importance of India”

A bird’s-eye view of modern AI from NeurIPS 2019

Table of Contents Introduction Robustness and generalizability Efficiency Data efficiency Computational efficiency Directions and applications Graph neural networks Reinforcement learning and contextual bandits Natural language processing SysML Generative models Miscellanea Conclusion Introduction This year, I had a chance to attend NeurIPS, the most prominent conference in artificial intelligence and machine learning (AI/ML), to present aContinue reading “A bird’s-eye view of modern AI from NeurIPS 2019”