Beyond the Model: AI Risk, Human Judgment, and Who's Accountable
Everyone's talking about what AI can do. Josh Zweig, John Kwarsick, and Ayman Elsawah are talking about how to make sure the humans steering it can keep pace with it. As AI adoption takes off inside companies, this conversation gets into what real oversight and judgment actually look like, and why getting that part right is what lets teams move even faster, with confidence instead of second-guessing.
Beyond the Model: AI Risk, Human Judgment, and Who's Accountable
This is Panel 2 of the AI Visibility Summit. Everyone's talking about what AI can do — Josh Zweig, John Kwarsick, and Ayman Elsawah talk about how to make sure the humans steering it can keep pace.
As AI adoption takes off inside companies, this conversation gets into what real oversight and judgment actually look like, and why getting that part right is what lets teams move even faster — with confidence instead of second-guessing.
Zip just launched AI Visibility
The summit lands alongside a new Zip module: AI Visibility. It shows every AI tool reaching your organization in one dashboard — what's been logged into, what's installed as a browser extension, and what's running as an app on someone's laptop — all pulled from connections Zip already has in place. Nothing new to deploy, nothing new to manage.
Click into any tool to see who's using it and what it can reach, or click into any person to see everything AI they touch. What used to take days of digging across four different admin consoles is now one click — so leadership can say yes to AI faster, with the guesswork finally gone.
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Learn more about Zip AI Visibility
See every AI tool your team is using — in one click. Get a demo and we'll show you how Zip surfaces the AI reaching your organization, who's using it, and what it can touch.