AI Is Going to Do What AI Does. Here’s How We Design Around It.

I’ll be straight about something a lot of AI tools won’t: AI gets things wrong. Sometimes confidently. It can produce errors, bias, and convincing-sounding misinformation, and no amount of clever prompting fully removes that. So when people ask whether CARL is “safe,” the honest answer isn’t a flat yes. It’s that we design around the … Read more

What “Classroom-Ready” Actually Means (And Why 10-15 Minutes Is the Goal)

When we say CARL creates classroom-ready lessons, here’s what we actually mean. If you’re really in a pinch, you could teach a CARL lesson tomorrow morning. We still recommend a quick review, but the instructional flow is solid. Our actual goal is simpler and more realistic: you shouldn’t need more than 10–15 minutes to make the lesson fully yours.