Introduction If you’ve watched AI “solve” math lately, you’ve probably felt the same whiplash I have. One day it’s confidently inventing a theorem. The next day it’s quietly nailing a proof that would have made your younger self sweat through three notebooks. The interesting part is not that models got better at talking about math. … Read more
Updated on 13 February 2026 Introduction Here’s my current test for a model: give it a task that involves a terminal, a half-broken repo, and a goal that takes 30 steps. If it still knows what it’s doing at step 25, I care. If it faceplants into a loop, it’s just fancy autocomplete. That’s the … Read more
Introduction Most model install guides have two failure modes. They’re either “paste this and pray,” or they’re a graduate seminar disguised as a README. This one is neither. You’re going to install LLaDA2.1-mini, run it once, watch it chew almost an entire 48 GB GPU, and then verify it’s actually thinking by making it solve … Read more
See our chatgpt archives for more Introduction Developers can argue about anything. Tabs vs spaces. Monolith vs microservices. Now we’ve upgraded to the premium argument: Codex 5.3 vs Opus 4.6. The irony is that most of these debates happen instead of coding. So let’s do the respectful thing and get you to a decision fast. … Read more
Introduction Most “feature selection” stories start the same way. You have a model, you have a mountain of inputs, and you suspect half of them are doing more harm than good. Then you open a paper, see “NP-hard,” and quietly decide you will just throw everything into the network and let SGD sort it out. … Read more
Drifting Models: The One-Step Image Generator That Trains The “Diffusion Steps” Away Play Introduction Most generative models feel like they’re doing the same ritual: start with noise, take many tiny steps, hope you land on something beautiful before your GPU fan files for overtime. The paper Generative Modeling via Drifting (arXiv: 2602.04770v1) proposes a different … Read more
Weekly AI News February 7 2026: The Pulse And The Pattern Play Introduction If you feel like AI shipped a whole new operating system while you were making coffee, you’re not imagining it. This week’s releases rhyme. Bigger context windows are turning models into persistent coworkers. Agentic tooling is sliding into the places we actually … Read more