AI, explained the way a trusted colleague would.

working-out.ai is a learning platform for professionals who did not ask for the AI era but need to learn how to work within it. Short lessons, plain language, and exercises built around the job you already do.

Short sessions that fit your week
No jargon, ever
Built for non-technical roles
Continue / Week 3, Lesson 2
Writing with a model, not for it
12 of 18 min
The mistake most people make is asking the model to write the thing. The better move is asking it to argue with you about the thing.
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Why it lands

Most AI training fails because it is written by enthusiasts, for enthusiasts.

01
Plain language, kept honest

No paradigm shifts, no breathless futures. We explain what the tools do, where they fall over, and what that means for your week.

02
Built around your job

Every lesson ends with an exercise that uses your real work. Designers practice on briefs and critiques, not on toy prompts about pirates.

03
A rhythm you can keep

Built to fit between meetings, around the work you already have. Skepticism is allowed; the course assumes it.

The portal

The part your team actually sees.

Most platforms sell you the admin panel. We would rather show you the learner side, because that is where adoption is won or lost.

portal.working-out.ai
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Good morning, Priya.
You are 20 minutes from finishing week 3.
Continue / Week 3, Lesson 2
Writing with a model, not for it
12 of 18 min
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Week 3 / Lesson 2 of 3
Writing with a model, not for it
Transcript

The mistake most people make is asking the model to write the thing. The better move is asking it to argue with you about the thing.

Give it your draft. Ask what a careful reader would push back on. You stay the author; it plays the

9 min remaining
Mark complete
Week 3 / Exercise
Try it on your own work
Take a real email or update you sent this week. Use the model to make it half the length without losing anything.
Here is my project update from Tuesday. Keep my tone, cut the length in half, and tell me what you removed and why:
“Hi all, quick update on the rebrand timeline. We are currently...”
Your work stays private to you
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Your progress
Week 1 / What this actually is
Completed
Week 2 / Talking to a model
Completed
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Week 3 / Writing with a model
In progress
Private by default. Your manager sees completion and time spent. Your exercises and questions stay yours.
The course

From quiet skepticism to confident daily use.

Short video lessons with transcripts, one practical exercise per lesson, and a workflow of your own by the end.

See the full syllabus
01
A calm look at what AI actually is
And what it is not. Where these tools came from, what they are genuinely good at, and why the hype gets in the way.
02
Talking to a model
Getting useful answers on the first try, and what to do when you do not.
03
Writing with a model, not for it
Drafts, edits, and critique. Staying the author while moving twice as fast.
04
Research, synthesis, and critique at speed
Using a model to digest, compare, and question material in your own field.
05
Judgment
When to trust it, when to check it, when to skip it entirely. The part that earns the skeptics.
06
A workflow of your own
Turning steady practice into habits that survive after the course ends.
For teams

Roll it out without the eye-rolls.

Your people are smart, busy, and possibly unenthusiastic. The rollout is designed for exactly that audience: cohorts that move together, a weekly digest instead of a dashboard to police, and a course that respects their intelligence.

Cohorts with a rhythm. Everyone starts together, finishes together, and has someone to compare notes with.
Reporting that respects people. Completion and momentum, summarised weekly. Never the contents of anyone work.
Run by us or by you. We can facilitate the cohort, or hand your L&D team the keys. Priced per seat either way.
Weekly digest
Brand & Design cohort / Week 3 of 6
sent every Friday
22/24
on pace this week
19 min
median daily session
2
need a nudge, not a memo
From the facilitator

Week 3 is where resistance usually peaks, and this group is ahead of the curve. Two people asked for the optional deep-dive on critique workflows. Expect questions about tooling policy next week.

“I went in resentful about AI and came out using it every day. Nobody is more surprised than me.”

Help your team feel at home in the AI era.

Bring the course to your company, and we will help you run it at a pace your team can sustain.