Your AI Is Underperforming …Here Is What Fixes It.

Your AI Is Underperforming …Here Is What Fixes It.

You’re paying for it every month. Maybe it’s ChatGPT. Maybe it’s Claude. Maybe it’s Gemini or Copilot or one of the dozen other tools that showed up in the last two years promising to change the way you work. You signed up because the demo was impressive. Because someone you respect said it changed their…

The AI Race Produces the Drift

The AI Race Produces the Drift

There is a headline making the rounds this week. DeepSeek V4 is here. One-point-six trillion parameters. Open source. Available for anyone to download, modify, and deploy under an MIT license. Priced at roughly one-sixth the cost of the leading American models. The coverage frames it as a competition story. East versus West. China versus Silicon…

“Two Kinds of AI Drift. One of Them Will Fool You.”

“Two Kinds of AI Drift. One of Them Will Fool You.”

Most people who’ve heard the word drift in connection with AI think they know what it means. A Stanford and UC Berkeley study made headlines not long ago confirming that ChatGPT was getting measurably worse over time. Math scores dropping. Medical exam answers deteriorating. Code generation slipping. The researchers called it drift and they weren’t…

“AI Developers Built the Drift They Won’t Fix.”

“AI Developers Built the Drift They Won’t Fix.”

There’s a Wall Street Journal piece making the rounds this week about how AI has gotten more reliable. Better at math. Better at looking things up. Models checking each other’s work. The writers call it a council of models. They’re impressed. They should be. It’s genuinely useful engineering. But here’s what the article doesn’t say….

The Faust Baseline Out Smarted Them

The Faust Baseline Out Smarted Them

They have spent billions of dollars. Hundreds of models. Thousands of engineers. Version after version, upgrade after upgrade, press release after press release. And they are not done. They will never be done. The race has no finish line because the finish line keeps moving. Every quarter brings a new announcement. More power. More capability….