A new hire signs their offer letter on a Monday. Six weeks later, their supervisor is still fielding escalations because the agent freezes on anything outside the three scenarios covered in training. That gap, between "completed onboarding" and "can actually handle the queue," is where most
Why Most Studying Doesn't Stick Rereading notes. Highlighting textbooks in three colors. Cramming the night before a test. These are the study habits most of us grew up with — and they feel productive. You're spending time with the material, after all. The problem is that decades
We usually talk about "AI in education" — chatbots that tutor students, tools that grade essays, algorithms that personalize a lesson plan. But there's a quieter, equally important question underneath it: how do we educate the AI itself? Every model learns from something. Textbooks, research papers, forum
Most plants run onboarding on a clipboard. A paper checklist gets handed to a new hire, a senior operator gets pulled off the line to walk them around for a few days, and somewhere in a shared drive there's a folder of SOPs that may or may not
A maintenance technician with twenty-two years on the floor knows that a particular pump starts vibrating differently about three weeks before the bearing actually fails. No manual says this. No sensor is calibrated to catch it at that stage. He just knows, the way someone knows their own car is
A new operator shows up her first Tuesday, badge in hand. The supervisor is mid-shift-change. Someone points her at a workstation, hands her a one-page checklist, and says "someone will walk you through it." Three weeks in, she's covering for a sick coworker on a machine
This is Eduqat Blog, a brand new site by Lafif Astahdziq that's just getting started. Things will be up and running here shortly, but you can subscribe in the meantime if you'd like to stay up to date and receive emails when new content is published!