Autoresearch, Claude and Constrained Optimization
https://www.elliotcsmith.com/autoresearch-claude-and-constrained-optimization/
https://www.elliotcsmith.com/autoresearch-claude-and-constrained-optimization/
Elliot C Smith
Autoresearch, Claude and Constrained Optimization
Introduction
You don't need to look far to find claims that folks have been using AI to do the work of dozens of people. I tend to be skeptical of any claim that discusses improvements without evidence. I decided to take that skepticism and put it to work.…
You don't need to look far to find claims that folks have been using AI to do the work of dozens of people. I tend to be skeptical of any claim that discusses improvements without evidence. I decided to take that skepticism and put it to work.…
An explanation of our search results
https://web.archive.org/web/20040612082405/https://www.google.com/explanation.html
https://web.archive.org/web/20040612082405/https://www.google.com/explanation.html
Can We Understand How Large Language Models Reason?
https://cacm.acm.org/news/can-we-understand-how-large-language-models-reason/
https://cacm.acm.org/news/can-we-understand-how-large-language-models-reason/
Irish datacenters now guzzle 23% of the country's electricity
https://www.theregister.com/on-prem/2026/07/11/irish-datacenters-now-guzzle-23-of-the-countrys-electricity/5270013
https://www.theregister.com/on-prem/2026/07/11/irish-datacenters-now-guzzle-23-of-the-countrys-electricity/5270013
theregister
Irish datacenters now guzzle 23% of the country's electricity
Consumption rose another 10% while restrictions on most new grid connections remained around Dublin
Flash-MSA: Accelerating Million-Token Training with Sparse Attention Kernels
https://nanduruganesh.github.io/flash-msa/
https://nanduruganesh.github.io/flash-msa/
nanduruganesh.github.io
Flash-MSA: Accelerating Million-Token Training With Sparse Attention Kernels
Since Chronium 148, Math.tanh is now fingerprintable to link underlying OS
https://scrapfly.dev/posts/browser-math-os-fingerprint/
https://scrapfly.dev/posts/browser-math-os-fingerprint/
scrapfly.dev
Your Browser Does Math Differently on Every OS, and Anti-Bot Systems Read the Bits · scrapfly.dev
Math.tanh, every CSS trig function, and the Web Audio compressor all route through the host libm, so the rounding of a cosine betrays the OS a browser actually …