You're Probably Using the Wrong AI Model

The one thing you need to know in AI today | AI-Ready CMO

We don’t usually cover model launches. Most of the time, a new release means marginally better benchmarks, a few breathless LinkedIn posts (we love them — no, not really), and absolutely nothing changes about how you do your job on Monday.

However, just in the last 2-3 weeks, Anthropic, Google, and several Chinese labs have dropped major releases almost simultaneously. Rather than walking you through each one’s benchmark scores (you can safely ignore those), we want to focus on what actually matters: these models aren’t competing with each other anymore. They’re competing for different jobs.

The era of “which AI is best?” is over. The question is now “best for what?”

Let’s start with the one we use every day.

Anthropic’s new Claude Sonnet 4.6 now has a 1-million-token context window, and in practice, this changes what the tool actually is. It’s not a text generator you prompt and hope for the best. It can hold an entire campaign brief, your brand guidelines, two years of performance data,…