GenAI is a digital renaissance, not an industrial revolution, and works best as a tool that amplifies experts rather than replaces them. Hands-on experimentation and learning from failures matter more than success stories. Context determines whether it actually works.
I think GenAI is creating a digital renaissance for us versus a 5th industrial revolution.
So Jason—
It's accessible to everyone. Use it yourself for your applications, but then you've got to engage other people in conversations to see how they're using it, how they're applying it, where they've messed up, where they've seen success. I think the mess-ups are the— Are the biggest learning points?
Sure, sure. Well, does it come back to the point you just raised, understanding the application, the environment within which you want to use it, that helps you understand, you know, where to be focused on applying it?
Oh, by far. Understanding of application is going to be huge. I think its real strength is as an assistant for people that are knowledge domain experts.