UC San Diego prepares students for AI-driven industry with GitHub Copilot - Microsoft
PushButton AI Team ·
UC San Diego prepares students for AI-driven industry with GitHub Copilot - Microsoft
UC San Diego just made GitHub Copilot part of their computer science curriculum. That's not the headline. Here's what actually matters to you.
They didn't wait until AI was perfect. They didn't rebui
UC San Diego just made GitHub Copilot part of their computer science curriculum. That's not the headline. Here's what actually matters to you.
They didn't wait until AI was perfect. They didn't rebuild their entire program. They picked one specific tool, applied it to one specific task, and watched productivity climb.
Sound familiar? You've probably watched tech companies promise transformation while your $200/month AI subscription collects digital dust. That's not your failure. That's a rollout problem — nobody showed your team exactly which task to use it for first.
The insight from UCSD is deceptively simple. Narrow the use case before you buy anything. Not "we'll use AI across the business." Instead: "AI will handle this one repetitive task by Friday." That single constraint is the difference between adoption and abandonment.
You don't need to learn coding. You don't need to replace your team. You need to identify one task someone on your team does manually, repeatedly, every week — and test one tool against just that task for 30 days.
That's how you get your first real AI win. One task. One tool. Measurable result.
What's the most repetitive task in your business right now that nobody loves doing?
