Author: aitoday7

In a previous article, we saw why training with MSE forces a model to report only the conditional mean, and howGaussian NLL lets it learn an honest per-step uncertainty σ sigma as well. That was the one-step story. This post picks up where that left off.

A common issue I started facing when using a coding agent such as Claude Code or Codex was that my usage was going extremely fast. By extremely fast, I mean that for Codex, I would typically use up my weekly allowance in about 10-12 hours, which becomes very expensive if I am to cover everything…

Around this time last year I was attending an aging conference in Manchester, listening to a talk about fly aging, when my phone started pinging. News outlets were reporting that a hot mic had caught Russia’s and China’s leaders discussing the possibility of living forever.

The US government wants to spend $30.3 million over the next five years on an improved form of lie detector, according to a Department of Defense budget request. The program, called Polygraph+ or Polygraph Next, will focus on scoring algorithms that use artificial intelligence and machine learning and on a technique called “standoff sensing,” which…