You are anxious and uninformed
The predictions are loud and none of them are about your actual job.
Courses
Start with three things you can do today
How to use AI at work without embarrassing yourself
Think clearly about what AI will change in your job.
Break work into specific tasks, check data and tool permissions, and compare the complete reviewed result with the current process. Include correction time and the consequence of mistakes. A useful trial can inform a workflow choice; it cannot predict your job's future.
Want new features first?
A starting goal
I want to think clearly about how AI could change my work. Help me break a role into tasks, assess strengths and limitations, and identify skills worth developing.
Change any word so it fits your situation. The course is built from what you type and a few setup questions.
Start today
Three things you can do before the course exists.
Useful on their own. The course is for when you want the whole skill, not just the first move.
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Choose a task you can check
Original fictional trial: turn a public event description into a draft checklist. Keep the official date, location and required materials as the answer key. Use an approved tool and public or invented input; do not upload a real internal document merely because the task seems routine.
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Measure the whole workflow
Suppose the normal process takes 15 minutes. An AI draft takes 3 minutes and checking plus correction takes 14, totaling 17. In this invented attempt it saves no time. The reverse could also occur; compare quality and review effort over representative tasks before generalizing.
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Make a bounded decision
Keep the person responsible for the final checklist and define which errors stop the trial. Drafting an event list is different from sending messages or making employment decisions. Adopt only the scope supported by the evidence and organizational policy.
Sources: NIST: generative AI errors, evidence and privacy risks. Practical examples are starting points, not promised results.
- Best for
- AI & technology
- Prerequisites
- None. Bring the situation you have.
- Course length
- 7 to 30 lessons
- Pace
- Yours. One lesson at a time, as often as you like.
- Format
- Read it, or play the audio
- Access
- Available on the App Store and Google Play, with an optional early testing list
Before the course is built
Setup asks about your situation first.
Lesson 1 opens on the moment you describe, and the examples use your role. For this request, expect questions like these.
- What is your role, and which parts of it take most of your time?
- Is your organization adopting AI tools already, or waiting?
- Are you more worried about being replaced, or about falling behind?
Right for now
If any of this sounds familiar, start here.
You are expected to have a plan
Your manager asked how the team should use AI and you would like a real answer.
You want to invest your learning time well
Some skills will matter more and you would rather pick them deliberately.
Course arc
Where the course goes, in order.
Cadence writes the lessons for you, so the exact path follows your answers. This is the ground a course built from this sentence covers.
01 / 06Jobs versus tasks
Distinguishing task-level evidence from predictions about whole jobs.
What AI does well and badly
Evaluating a specific tool on representative tasks, including review effort and errors.
Your task map
Listing what you actually do and rating each part.
Tasks that change shape
Work that is not removed but transformed, and what the new version needs.
Skills that appreciate
Comparing the value of domain knowledge, verification, communication and tool practice in your actual role.
Your next quarter
Choosing one or two capabilities to build, and how.
What changes
What you will be able to do, and what you will stop believing.
You will be able to
Break your role into tasks
See your work as a set of activities rather than a job title.
Assess each task honestly
Judge where AI helps, where it fails and where it changes the task.
Choose skills to build
Choose capabilities relevant to your tasks and the evidence from a bounded trial.
Ideas this course corrects
A fast draft establishes a productivity gain
Include checking, correction, setup and downstream errors, not only generation time.
Task automation proves a whole job will disappear or be safe
Employment effects involve wider decisions and context. This exercise does not predict them.
Course questions
What to know before you start.
How to use AI at work without embarrassing yourself: what can I do today?
Choose a task you can check. Original fictional trial: turn a public event description into a draft checklist. Keep the official date, location and required materials as the answer key. Use an approved tool and public or invented input; do not upload a real internal document merely because the task seems routine. Measure the whole workflow. Suppose the normal process takes 15 minutes. An AI draft takes 3 minutes and checking plus correction takes 14, totaling 17. In this invented attempt it saves no time. The reverse could also occur; compare quality and review effort over representative tasks before generalizing. Make a bounded decision. Keep the person responsible for the final checklist and define which errors stop the trial. Drafting an event list is different from sending messages or making employment decisions. Adopt only the scope supported by the evidence and organizational policy.
Is this a fixed course?
No. Cadence builds the course when you type the sentence and answer a few setup questions, so the lessons follow your situation. This page describes what a course built from this request covers. You see the whole path before Lesson 1.
Who is this course for?
Break work into specific tasks, check data and tool permissions, and compare the complete reviewed result with the current process. Include correction time and the consequence of mistakes. A useful trial can inform a workflow choice; it cannot predict your job's future. It sits under AI & technology in the Work & ambitions part of the library.
Do I need any prior experience?
No. Setup asks what you already know and where you want to use it, and the course starts from there. Bring a real situation if you have one; the examples are built around it.
How long does it take?
Most courses run 7 to 30 lessons. The course length is sized to what you asked for. You set the pace: one lesson at a time, as often as you like. Lessons can be read or played as audio.
Does this course award a certificate or degree?
No. Cadence is for practical self-learning and does not award accredited degrees or professional certification.
Start today
Type it, answer a few questions, open Lesson 1.
A starting goal
I want to think clearly about how AI could change my work. Help me break a role into tasks, assess strengths and limitations, and identify skills worth developing.
Want new features first?