What Stage Are You? — AI Mastery Assessment

Question 01 / 05

How do you typically start a new AI task?

I just type what I need

Open chat, describe what I want, see what comes out

I set a role and add constraints

I use structured prompts: role, context, format, constraints

I use it to think through the problem first

Before executing, I use AI to stress-test my approach

I trigger a workflow I already built

Recurring tasks run through a defined AI-powered process

Question 02 / 05

What happens when AI gives you a bad answer?

I try again with different words

Rephrase and hope for a better result

I fix the prompt — add context, constraints, or a role

I know why it failed and what to change

I push back and ask it to argue differently

I treat the answer as one perspective, not the final word

I check the logs and fix the pipeline

The failure shows up in a system log, not a chat window

Question 03 / 05

Have you ever changed a decision because of an AI conversation?

No — I use AI for tasks, not decisions

It helps me execute, not think

Sometimes — when it writes a compelling counter-argument

It occasionally surfaces something I missed

Yes — I regularly stress-test decisions with AI before acting

It's part of my decision process, not an afterthought

Yes — and my systems alert me when data changes the picture

AI doesn't just advise — it monitors and flags

Question 04 / 05

How much of your AI work happens while you're not actively working?

None — I have to be there for everything

If I'm not typing, nothing is happening

A little — I've automated some repetitive text tasks

Scheduled emails, templates, basic formatting

Some — I have workflows that run when triggered

Specific inputs kick off defined processes

Most — systems run on servers, on schedules, autonomously

Output arrives in my inbox. I didn't trigger it.

Question 05 / 05

What best describes how you measure the value AI creates for you?

I don't really measure it

I use it when it feels helpful

Minutes saved per task

Better, faster output on things I was already doing

Hours saved per week from automated workflows

Recurring tasks I no longer do manually

Value produced per week by autonomous systems

Output that exists because systems ran, not because I worked