Introduction A weird thing is happening in model land: the smartest move might be to stop arguing about “best model” and start arguing about “best loop.” Best loop wins because it runs more times. That’s why Seed2.0 matters. Not because it’s a magical new brain. Because it changes the economics of iteration while still posting … Read more
Introduction Some weeks in AI feel like a neat row of press releases. This week felt like someone kicked the table, then handed us a spreadsheet of consequences. We got open models that finally talk like engineers, not mascots. We got one-step ImageNet and diffusion language models that can edit themselves mid-thought. We got research … Read more
Introduction The weirdest part of “AI coding agents” in 2026 is not that they can fix bugs. It’s that they can fix bugs expensively. You watch an agent do the right thing, then you watch the invoice do its own little victory lap. MiniMax M2.5 is interesting because it shifts the conversation from “Which model … Read more
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
If you build software, ship content, or run research workflows, Gemini is one of the few model families that can cover “write + code + multimodal + agentic” without turning into a science project. This hub is the clean index: what to read first, what to compare, and what to use when you need results. … Read more
If you write code, build products, or do research, you already know the truth: Claude is not a toy—it’s a power tool for thinking. Used well, it compresses hours into minutes. Used poorly, it wastes both compute and attention. I keep this hub simple: one page, updated regularly. It opens with a quick primer, then … Read more