The AI Search Penalty That's Quietly Strangling Federal Contractors
Federal contractors are among the most accomplished operators in the American economy. They also can't talk about most of what they've done. In an AI search environment built to reward specific, named, documented proof, that silence is a structural disadvantage — and it's getting more expensive by the month.
ChatGPT Just Got Seriously Good at Building Websites — Here's What Changed
Ask ChatGPT to build a landing page in mid-2024 and you got something forgettable. Ask it today and the output is a different category entirely. Here's an honest breakdown of the model upgrades — from GPT-4.1 to GPT-5.4 — that got us here, what OpenAI trained for specifically, and what it means for businesses thinking about their next website.