Through extensive experimentation across diverse puzzles, we show that frontier LRMs face a complete accuracy collapse beyond certain complexities. Moreover, they exhibit a counter-intuitive scaling limit: their reasoning effort increases with problem complexity up to a point, then declines despite having an adequate token budget.
Archives: Bookmarks
AI Policy Statement Generator
h/t Ed Beck
Scrappy: make little apps for you and your friends
Scrappy is an infinite canvas of interactive objects. The workflow is similar to an app such as Figma, Miro, or Google Slides — except you can attach behaviors to the objects.
You drag objects out on the canvas — a button, a textfield, a few labels. Select an object, and you can modify its attribute in an inspector panel. Certain objects, like buttons, has attributes like “when clicked” that contain javascript code. When the button is clicked, that code is run — maybe it records the contents of the textfield to a label that acts as a log. You build your app step by step: tweaking and rearranging the objects, and attaching a little bit of code to them.
—in the realm of explorable explanations and other good things
breaking down a mass attendance event
A breakdown of the parade setup and broadcast. Always so interesting to read an expert break anything down.
Digital badges
Create, issue, and verify digital credentials in a decentralized, secure, and community-driven ecosystem.
h/t cogdog
OriginLab – Origin and OriginPro – Data Analysis and Graphing Software
Pirate Coordinate Adventure
The Gap Through Which We Praise the Machine
That you need to do these things might in fact point at how agentic AI does not behave with cognitive fluency,5 and instead, the user subtly does it on its behalf in order to be productive.
Slide | Peak Design Official Site
Generative AI Syllabus Statement
one of several