

This is from a summary of effects of Aukland's massive upzoning 6 years ago. Check out the whole thread, it has amazing graphs. They did it all without the complex value capture system that local groups in California insist upon.


This is a hard graphic to read, but suffice to say, an M1 Abrams tank has better visibility for a small child than a Chevy Silverado. Sorta wild what we consider safe on US streets.


Two unidentified flying objects shot down in 24 hours. Nate Silver jokes that it's "definitely not aliens, but if you were making a movie where it was aliens having the Chinese weather balloon thing happen a few days earlier would be a great head-fake."



So the easy to find stat of 40k traffic deaths per year doesn't include this 2k deaths per year from storefront crashes. Plus anything else that happens in a driveway is still unaccounted for as well. Oh, and for some reason 7-11 is liable if bystanders are hit?

So, first of all, apparently there are Theory-of-mind tests, and no LLMs could pass them pre-2022. In January 2022 GPT3 achieved a score on par with a 7-year-old, and by December could perform as well as a 9-year-old. This is without the model being trained for this ability at all. On the subject, here's a thread summarizing Ted Chiang’s New Yorker piece "ChatGPT Is a Blurry JPEG of the Web". Pretty good for a compression artifact.

The three examples he gives are bonkers: 1) You can use Large Language Models (LLMs) to generate lots of text, and then use it as additional training data for a new model, and the results *improve*. 2) You can give LLMs access to deterministic tools (like a calculator) to improve their abilities. 3) you can add in a second language model that trains the first model using reinforcement.


Threads
• Cute thread of portraits that famous photographers took of their partners. I'm somewhat surprised how many famous photographers have famous spouses.
• A thread by a journalist from The Economist who has come around to the view that America may have turned out to have a better approach than the EU to regulating big corporations.