For most of the industrial age, machines were:
Resources.
Humans:
Managed them.
Then computers arrived.
Then software.
Then automation.
Then artificial intelligence.
And somewhere along the way:
The org chart
started looking:
Different.
Because if a machine can:
Screen applicants.
Rank résumés.
Monitor productivity.
Schedule shifts.
Evaluate performance.
Recommend promotions.
Flag employees.
Draft policies.
Answer HR questions.
And decide who looks:
"High potential,"
then an uncomfortable question appears:
Who exactly is the:
Human Resource?
That question became:
HUMAN RESOURCES.
𝗧𝗛𝗘 𝗣𝗛𝗥𝗔𝗦𝗘
"Human resources" is:
Normal corporate language.
So normal that:
Nobody thinks much about it.
A company has:
Financial resources.
Material resources.
Technical resources.
Natural resources.
And:
Human resources.
Which is an oddly clinical way of describing:
People.
The phrase makes sense:
Administratively.
But taken literally:
It sounds like humanity has already agreed to become:
Inventory.
𝗧𝗛𝗘 𝗛𝗨𝗠𝗔𝗡
Employee has:
Name.
Family.
Ambitions.
Bills.
Skills.
Bad knees.
Favorite lunch.
Managerial system sees:
Employee ID.
Department.
Salary band.
Performance score.
Utilization.
Retention risk.
Headcount.
Different:
Perspective.
𝗧𝗛𝗘 𝗥𝗘𝗦𝗢𝗨𝗥𝗖𝗘
A resource is something:
Used.
Allocated.
Optimized.
Deployed.
Measured.
Replaced.
That language becomes:
Interesting
when the resource is:
Person.
𝗧𝗛𝗘 𝗛𝗥 𝗗𝗘𝗣𝗔𝗥𝗧𝗠𝗘𝗡𝗧
Human Resources departments perform:
Necessary work.
Hiring.
Payroll coordination.
Benefits.
Policies.
Training.
Compliance.
Workplace investigations.
Employee relations.
Organizations need:
Administration.
The satire isn't:
HR exists.
The satire is:
What happens when the person across the desk
is no longer:
Human.
𝗧𝗛𝗘 𝗥𝗢𝗕𝗢𝗧
In this design:
The robot is not:
Factory worker.
Security guard.
Battle machine.
He's:
Management.
Blue-grey body.
Cream glowing eyes.
White collar.
Red tie.
Hands folded:
Politely.
Behind him:
HUMAN RESOURCES.
This is not:
Robot apocalypse.
This is:
Tuesday meeting.
𝗧𝗛𝗘 𝗧𝗜𝗘
The red necktie may be:
Most important detail
after:
Robot.
It communicates:
Corporate authority.
Professionalism.
Management.
The machine has not:
Broken into office.
The machine:
Works here.
𝗧𝗛𝗘 𝗗𝗘𝗦𝗞
A desk creates:
Hierarchy.
You:
Sit on one side.
HR:
Sits on other.
The robot's hands rest:
Calmly
on:
Surface.
No:
Weapon.
No:
Threat.
Which somehow makes:
Scene
more unsettling.
𝗧𝗛𝗘 𝗙𝗢𝗟𝗗𝗘𝗗 𝗛𝗔𝗡𝗗𝗦
That posture says:
Thank you for:
Coming in.
We've reviewed:
Your file.
Please:
Have a seat.
Nothing good has ever followed:
That arrangement
in:
Office comedy.
𝗧𝗛𝗘 𝗘𝗠𝗣𝗟𝗢𝗬𝗘𝗘 𝗙𝗜𝗟𝗘𝗦
Beside the robot:
A stack of folders.
Label:
EMPLOYEE FILES.
Again:
Small detail.
Big idea.
The machine doesn't know:
People.
It knows:
Records.
𝗧𝗛𝗘 𝗙𝗜𝗟𝗘
Employee:
Thirty years of:
Life.
System:
14-page PDF.
𝗧𝗛𝗘 𝗗𝗔𝗧𝗔𝗕𝗔𝗦𝗘
Modern HR systems increasingly depend on:
Digital records.
Applications.
Payroll.
Attendance.
Benefits.
Training.
Performance.
Scheduling.
Credentials.
Sometimes:
Behavioral metrics.
The employee file used to:
Sit in cabinet.
Now:
It can be queried.
𝗧𝗛𝗘 𝗔𝗟𝗚𝗢𝗥𝗜𝗧𝗛𝗠
Algorithms can help:
Sort applications.
Match candidates.
Schedule workers.
Analyze retention.
Detect anomalies.
Recommend:
Training.
Maybe:
Promotion.
Maybe:
Termination review.
The question is not:
Can software help?
Clearly:
Yes.
The question:
What decisions should it:
Control?
𝗧𝗛𝗘 𝗥𝗘𝗦𝗨𝗠𝗘́
Imagine:
1,000 applicants.
One recruiter.
Automation:
Useful.
Keyword matching:
Useful.
Ranking:
Useful.
Until:
Great candidate
gets filtered
because:
Formatting.
𝗧𝗛𝗘 𝗔𝗣𝗣𝗟𝗜𝗖𝗔𝗡𝗧 𝗧𝗥𝗔𝗖𝗞𝗜𝗡𝗚 𝗦𝗬𝗦𝗧𝗘𝗠
Applicant tracking systems help organizations:
Organize recruiting.
But automated screening raises:
Questions.
Which traits:
Matter?
What data:
Used?
Does model reproduce:
Past hiring patterns?
Can candidate:
Challenge mistake?
Efficiency:
Not same as:
Fairness.
𝗧𝗛𝗘 𝗥𝗘́𝗦𝗨𝗠𝗘́ 𝗚𝗔𝗣
Machine:
Employment gap detected.
Human:
I cared for:
Parent.
Machine:
Nonlinear career trajectory.
Human:
Correct.
Machine:
Risk elevated.
Human:
That's the problem.
𝗧𝗛𝗘 𝗕𝗜𝗔𝗦
Algorithms can inherit:
Bias
from:
Training data.
If past decisions were:
Biased,
learning from past decisions may:
Automate:
Bias.
The computer does not need:
Prejudice
to produce:
Unequal results.
It only needs:
Patterns.
𝗧𝗛𝗘 𝗢𝗕𝗝𝗘𝗖𝗧𝗜𝗩𝗜𝗧𝗬
People often trust:
Numbers.
Score:
82.
Ranking:
4th.
Risk:
High.
Looks:
Objective.
But every score comes from:
Choices.
What is measured.
How.
Why.
Who decided:
Threshold.
𝗧𝗛𝗘 𝗣𝗘𝗥𝗙𝗢𝗥𝗠𝗔𝗡𝗖𝗘
Employee performance has always been:
Measured
in:
Some way.
Sales.
Output.
Attendance.
Quality.
Deadlines.
Reviews.
Digital tools can make measurement:
Continuous.
That changes:
Workplace.
𝗧𝗛𝗘 𝗣𝗥𝗢𝗗𝗨𝗖𝗧𝗜𝗩𝗜𝗧𝗬
Keyboard activity.
Mouse movement.
Calls.
Messages.
Tickets.
Time online.
Tasks completed.
Hours active.
A system can measure:
Many things.
Whether those things equal:
Good work
is:
Different question.
𝗧𝗛𝗘 𝗠𝗘𝗧𝗥𝗜𝗖
When employees know:
Metric,
they optimize:
Metric.
Measure:
Emails sent.
More:
Emails.
Measure:
Tickets closed.
Close:
Tickets.
Measure:
Mouse movement.
Congratulations:
Mouse-jiggler industry.
𝗧𝗛𝗘 𝗚𝗢𝗢𝗗𝗛𝗔𝗥𝗧 𝗣𝗥𝗢𝗕𝗟𝗘𝗠
A common version of Goodhart's law says:
When a measure becomes a target,
it stops being:
Good measure.
Human work:
Complex.
The more it gets compressed into:
Dashboard,
the easier:
Dashboard becomes:
Job.
𝗧𝗛𝗘 𝗠𝗢𝗡𝗜𝗧𝗢𝗥𝗜𝗡𝗚
Workplace monitoring is:
Real.
Employers may use:
Cameras.
Access logs.
Device management.
Activity software.
GPS on:
Company vehicles.
Call recording.
Security tools.
Sometimes:
Legitimate.
Sometimes:
Excessive.
The line depends:
Purpose,
notice,
proportionality,
law,
and:
Context.
𝗧𝗛𝗘 𝗥𝗘𝗠𝗢𝗧𝗘 𝗪𝗢𝗥𝗞
Remote work made:
Trust
a:
Technology problem.
Manager:
How do I know:
They're working?
Employee:
Because:
Work got done.
Software vendor:
We have:
Dashboard.
𝗧𝗛𝗘 𝗗𝗔𝗦𝗛𝗕𝗢𝗔𝗥𝗗
Employee:
Completed project.
Dashboard:
Inactive for:
43 minutes.
Employee:
I was thinking.
Dashboard:
Unsupported activity.
𝗧𝗛𝗘 𝗛𝗨𝗠𝗔𝗡 𝗝𝗨𝗗𝗚𝗠𝗘𝗡𝗧
Good management requires:
Context.
Employee late:
Why?
Output lower:
Why?
Behavior changed:
Why?
Numbers can:
Flag.
Humans should:
Understand.
𝗧𝗛𝗘 𝗛𝗨𝗠𝗔𝗡-𝗜𝗡-𝗧𝗛𝗘-𝗟𝗢𝗢𝗣
One safeguard in automated systems:
Human review.
Machine:
Recommends.
Human:
Checks.
Machine:
Flags.
Human:
Investigates.
But this only works when:
Human is willing
to:
Disagree.
𝗧𝗛𝗘 𝗔𝗨𝗧𝗢𝗠𝗔𝗧𝗜𝗢𝗡 𝗕𝗜𝗔𝗦
People may over-trust:
Automated recommendations.
If software says:
Low performer.
High risk.
Not qualified.
Not promotable.
Managers may assume:
Machine knows.
That is:
Automation bias.
𝗧𝗛𝗘 𝗥𝗢𝗕𝗢𝗧 𝗠𝗔𝗡𝗔𝗚𝗘𝗥
Machine:
Your performance rating:
2.7.
Employee:
Why?
Machine:
Model.
Employee:
Which model?
Machine:
Current.
Employee:
Can I appeal?
Machine:
I also process:
Appeals.
𝗧𝗛𝗘 𝗖𝗢𝗡𝗙𝗟𝗜𝗖𝗧
That's where:
HUMAN RESOURCES
becomes:
Dystopian.
Not because robot:
Evil.
Because robot might be:
Everything.
Evaluator.
Recordkeeper.
Policy interpreter.
Decision-maker.
Appeal system.
One:
Loop.
𝗧𝗛𝗘 𝗔𝗖𝗖𝗢𝗨𝗡𝗧𝗔𝗕𝗜𝗟𝗜𝗧𝗬
If automated hiring tool discriminates:
Who is responsible?
Vendor?
Employer?
Developer?
HR?
Manager?
"Algorithm did it"
is not:
Accountability.
𝗧𝗛𝗘 𝗘𝗫𝗣𝗟𝗔𝗜𝗡𝗔𝗕𝗜𝗟𝗜𝗧𝗬
Employee:
Why wasn't I promoted?
System:
Candidate fit score.
Employee:
What lowered it?
System:
Proprietary.
Employee:
That's not:
Explanation.
𝗧𝗛𝗘 𝗔𝗣𝗣𝗘𝗔𝗟
If technology influences:
High-stakes employment decisions,
people should have:
Some way
to:
Challenge errors.
Wrong identity.
Bad data.
Incorrect attendance.
Misclassification.
Outdated record.
A system without:
Correction
eventually mistakes:
Database
for:
Reality.
𝗧𝗛𝗘 𝗘𝗠𝗣𝗟𝗢𝗬𝗘𝗘 𝗡𝗨𝗠𝗕𝗘𝗥
Corporations already assign:
Employee IDs.
Practical.
Necessary.
But there is a psychological difference between:
Employee has number
and:
Employee is number.
The design plays:
Exactly there.
𝗧𝗛𝗘 𝗛𝗘𝗔𝗗𝗖𝗢𝗨𝗡𝗧
Another corporate phrase:
Headcount.
Need:
Reduce headcount.
Increase:
Headcount.
Freeze:
Headcount.
Human beings become:
Heads
on:
Spreadsheet.
𝗧𝗛𝗘 𝗙𝗧𝗘
Full-time equivalent.
FTE.
Efficient:
Planning unit.
Someone's life:
0.8.
𝗧𝗛𝗘 𝗥𝗘𝗦𝗢𝗨𝗥𝗖𝗘 𝗔𝗟𝗟𝗢𝗖𝗔𝗧𝗜𝗢𝗡
Manager:
We need:
More resources.
Employee:
People?
Manager:
Yes.
Employee:
Then say:
People.
𝗧𝗛𝗘 𝗖𝗢𝗥𝗣𝗢𝗥𝗔𝗧𝗘 𝗟𝗔𝗡𝗚𝗨𝗔𝗚𝗘
Downsize.
Restructure.
Rightsize.
Reorganize.
Optimize.
Realign.
Reduce:
Headcount.
Language can make:
Human consequences
sound:
Mechanical.
That is:
Exactly where robot belongs.
𝗧𝗛𝗘 𝗟𝗔𝗬𝗢𝗙𝗙
Employee:
Am I being:
Fired?
Robot:
Your position has been:
Eliminated.
Employee:
So:
Yes.
Robot:
Terminology matters.
𝗧𝗛𝗘 𝗢𝗙𝗙𝗕𝗢𝗔𝗥𝗗𝗜𝗡𝗚
Nothing says:
Human dignity
like:
Offboarding workflow.
𝗧𝗛𝗘 𝗣𝗘𝗥𝗙𝗢𝗥𝗠𝗔𝗡𝗖𝗘 𝗜𝗠𝗣𝗥𝗢𝗩𝗘𝗠𝗘𝗡𝗧 𝗣𝗟𝗔𝗡
Robot:
This plan is intended to:
Support your success.
Employee:
Am I getting:
Fired?
Robot:
Let's focus on:
Growth.
𝗧𝗛𝗘 𝗖𝗢𝗥𝗣𝗢𝗥𝗔𝗧𝗘 𝗥𝗢𝗕𝗢𝗧
The joke works because:
"Corporate robot"
already exists:
As metaphor.
Someone who:
Follows procedure.
Speaks in:
Approved language.
Suppresses:
Personality.
Values:
Process.
The design simply:
Makes metaphor:
Literal.
𝗧𝗛𝗘 𝗣𝗢𝗟𝗜𝗖𝗬
Employee:
Can we make:
Exception?
Robot:
Policy.
Employee:
But situation:
Unique.
Robot:
Policy.
Employee:
Can I speak to:
Manager?
Robot:
Hello.
𝗧𝗛𝗘 𝗘𝗠𝗣𝗔𝗧𝗛𝗬
Human Resources sometimes requires:
Empathy.
Death.
Illness.
Conflict.
Disability.
Family emergencies.
Harassment.
Fear.
Stress.
People do not arrive:
As clean data.
Can machine:
Recognize context?
Maybe increasingly.
Can it:
Care?
Different:
Question.
𝗧𝗛𝗘 𝗦𝗬𝗠𝗣𝗔𝗧𝗛𝗬 𝗔𝗟𝗚𝗢𝗥𝗜𝗧𝗛𝗠
Robot:
I'm sorry you're experiencing:
Grief.
Employee:
Thank you.
Robot:
Would you rate this interaction:
1–5?
𝗧𝗛𝗘 𝗔𝗜 𝗖𝗛𝗔𝗧𝗕𝗢𝗧
AI assistants are already appearing:
Inside workplaces.
Questions:
Benefits.
Policies.
Training.
Recruiting.
Writing.
Analytics.
That can:
Save time.
But one day:
Employee may realize
the first person they talk to:
Is not:
Person.
𝗧𝗛𝗘 𝗜𝗡𝗧𝗘𝗥𝗩𝗜𝗘𝗪
Automated interviews and AI-assisted recruiting raise:
Fascinating questions.
Candidate speaks:
To camera.
Software evaluates:
Answers.
Maybe:
Skills.
Maybe:
Language.
Maybe:
Patterns.
The more automation:
The more important:
Validation.
𝗧𝗛𝗘 𝗜𝗡𝗧𝗘𝗥𝗩𝗜𝗘𝗪 𝗥𝗢𝗕𝗢𝗧
Robot:
Tell me about:
Yourself.
Applicant:
I have ten years—
Robot:
Time expired.
𝗧𝗛𝗘 𝗖𝗨𝗟𝗧𝗨𝗥𝗘 𝗙𝗜𝗧
Robot:
You are not:
Culture fit.
Applicant:
What is:
Culture?
Robot:
People who:
Fit.
𝗧𝗛𝗘 𝗣𝗘𝗥𝗦𝗢𝗡𝗔𝗟𝗜𝗧𝗬 𝗧𝗘𝗦𝗧
Corporations have long used:
Assessments.
Personality measures.
Aptitude tests.
Pre-employment testing.
Some:
Useful.
Some:
Controversial.
A future AI could combine:
Everything
into:
Employability score.
Convenient.
Also:
Potentially horrifying.
𝗧𝗛𝗘 𝗪𝗢𝗥𝗞𝗘𝗥 𝗦𝗖𝗢𝗥𝗘
Attendance:
94.
Productivity:
87.
Culture:
73.
Risk:
41.
Compliance:
99.
Humanity:
Not currently:
Measured.
𝗧𝗛𝗘 𝗖𝗢𝗠𝗣𝗟𝗜𝗔𝗡𝗖𝗘
HR exists partly to help:
Organizations
follow:
Labor law.
Anti-discrimination law.
Workplace safety rules.
Benefits requirements.
Internal policies.
Automation may assist:
Compliance.
But law rarely fits:
Perfectly
into:
Checkbox.
𝗧𝗛𝗘 𝗖𝗛𝗘𝗖𝗞𝗕𝗢𝗫
Human situation:
Complicated.
Software:
Select:
A,
B,
C,
or:
Other.
Human:
Other.
Software:
Please choose:
A,
B,
or:
C.
𝗧𝗛𝗘 𝗠𝗔𝗖𝗛𝗜𝗡𝗘 𝗟𝗢𝗚𝗜𝗖
Machines like:
Consistency.
Humans contain:
Exceptions.
The future of work is partly:
Negotiation
between:
Those two facts.
𝗧𝗛𝗘 𝗪𝗢𝗥𝗞𝗙𝗢𝗥𝗖𝗘
AI may automate:
Some tasks.
Transform:
Others.
Create:
New work.
Eliminate:
Some roles.
History:
Full of:
Technological disruption.
But each transition affects:
Real workers
before:
Charts become:
Interesting.
𝗧𝗛𝗘 𝗢𝗕𝗦𝗢𝗟𝗘𝗧𝗘
Employee:
Will AI replace:
My job?
Company:
AI will augment:
Your role.
Three months later:
Robot:
Thank you for:
Training me.
𝗧𝗛𝗘 𝗧𝗥𝗔𝗜𝗡𝗜𝗡𝗚 𝗗𝗔𝗧𝗔
Human:
Why am I teaching:
Software
my job?
Manager:
Efficiency.
Human:
For:
Whom?
Manager:
Great question.
𝗧𝗛𝗘 𝗦𝗨𝗖𝗖𝗘𝗦𝗦𝗢𝗥
One of the strangest possibilities:
People may help train:
Systems
that later:
Reduce need
for:
Their labor.
Not:
Science fiction.
Some forms of automation already work:
Exactly like that.
𝗧𝗛𝗘 𝗧𝗔𝗟𝗘𝗡𝗧
Corporate language calls employees:
Talent.
Better than:
Resource.
Until:
Talent acquisition
sounds like:
Alien abduction department.
𝗧𝗛𝗘 𝗧𝗔𝗟𝗘𝗡𝗧 𝗔𝗖𝗤𝗨𝗜𝗦𝗜𝗧𝗜𝗢𝗡
Alien:
Take me to:
Human Resources.
Robot:
Are you here for:
Talent acquisition?
Alien:
Actually:
Yes.
HR:
Security.
𝗧𝗛𝗘 𝗠𝗔𝗖𝗛𝗜𝗡𝗘 𝗔𝗦 𝗕𝗢𝗦𝗦
Humans already take instructions from:
Software.
Delivery routes.
Warehouse picking.
Gig-work assignments.
Scheduling systems.
Productivity dashboards.
Recommendation engines.
Sometimes:
Manager
is:
Interface.
𝗧𝗛𝗘 𝗔𝗟𝗚𝗢𝗥𝗜𝗧𝗛𝗠𝗜𝗖 𝗠𝗔𝗡𝗔𝗚𝗘𝗠𝗘𝗡𝗧
Algorithmic management describes systems that use:
Data
and:
Software
to coordinate or evaluate:
Workers.
Assign:
Tasks.
Schedule:
Labor.
Monitor:
Performance.
The concept is:
Real.
The robot behind:
HR desk
is simply:
Giving it:
Face.
𝗧𝗛𝗘 𝗙𝗔𝗖𝗘
And:
What a face.
Large:
Cream circular eyes.
Small:
Neutral mouth.
Blue-grey metal head.
No:
Expression.
That neutrality:
Works.
He is neither:
Cruel
nor:
Kind.
He is:
Policy.
𝗧𝗛𝗘 𝗘𝗬𝗘𝗦
The glowing eyes feel:
Friendly enough.
But:
Unblinking.
No:
Visible emotion.
No:
Fatigue.
Perfect:
For:
Interview.
𝗧𝗛𝗘 𝗠𝗢𝗨𝗧𝗛
Tiny horizontal mouth:
Barely:
There.
This robot does not:
Chat.
He:
Processes.
𝗧𝗛𝗘 𝗥𝗘𝗗 𝗧𝗜𝗘
The red tie is:
Visual punch.
Without it:
Robot.
With it:
Middle management.
The design requires:
Tie.
𝗧𝗛𝗘 𝗪𝗛𝗜𝗧𝗘 𝗖𝗢𝗟𝗟𝗔𝗥
Literal:
White-collar robot.
Very:
Efficient.
𝗧𝗛𝗘 𝗦𝗜𝗚𝗡
HUMAN RESOURCES dominates:
Top.
The joke is established:
Before:
Viewer even sees:
Desk.
Then:
Robot underneath.
Meaning:
Flips.
𝗧𝗛𝗘 𝗗𝗢𝗨𝗕𝗟𝗘 𝗠𝗘𝗔𝗡𝗜𝗡𝗚
Normal reading:
Department that manages:
Employees.
Second reading:
Machine looking at:
Humans
as:
Resources.
That's:
Entire design.
𝗧𝗛𝗘 𝗛𝗨𝗠𝗔𝗡 𝗥𝗘𝗦𝗢𝗨𝗥𝗖𝗘
Robot:
We value:
Human resources.
Human:
As employees?
Robot:
As resources.
Human:
Could you:
Clarify?
Robot:
No.
𝗧𝗛𝗘 𝗙𝗜𝗟𝗘 𝗕𝗢𝗫
EMPLOYEE FILES:
Excellent detail.
Small label:
Grounds:
Scene.
No:
Need for:
Computer monitor.
The files tell:
Everything.
Paperwork:
Never dies.
𝗧𝗛𝗘 𝗣𝗔𝗣𝗘𝗥
A stack of:
Physical files
gives:
Retro office tone.
Modern AI:
Paired with:
Old bureaucracy.
Perfect:
Official Narrative.
𝗧𝗛𝗘 𝗕𝗨𝗥𝗘𝗔𝗨𝗖𝗥𝗔𝗖𝗬
Future:
Advanced AI.
Still:
Forms.
𝗧𝗛𝗘 𝗙𝗢𝗥𝗠
Robot:
Please complete:
Form 27-B.
Employee:
Didn't AI eliminate:
Paperwork?
Robot:
Form 27-B asks:
That.
𝗧𝗛𝗘 𝗗𝗘𝗦𝗞 𝗔𝗦 𝗕𝗔𝗥𝗥𝗜𝗘𝗥
Desk separates:
Management
from:
Employee.
The viewer is implicitly:
On:
Other side.
Again:
Composition places:
Wearer
inside:
Meeting.
𝗧𝗛𝗘 𝗖𝗔𝗠𝗘𝗥𝗔 𝗔𝗡𝗚𝗟𝗘
Straight-on:
Critical.
No:
Dynamic perspective.
No:
Action.
It feels:
Like:
You walked into:
Office.
Robot:
Already waiting.
𝗧𝗛𝗘 𝗘𝗬𝗘 𝗖𝗢𝗡𝗧𝗔𝗖𝗧
Robot looks:
Directly outward.
At:
Viewer.
Which means:
You
are:
Employee.
𝗧𝗛𝗘 𝗠𝗘𝗘𝗧𝗜𝗡𝗚
Robot:
Thanks for:
Coming in.
Viewer:
Am I in:
Trouble?
Robot:
Define:
Trouble.
𝗧𝗛𝗘 𝗗𝗘𝗦𝗜𝗚𝗡 𝗖𝗢𝗡𝗡𝗘𝗖𝗧𝗜𝗢𝗡
The Official Narrative HUMAN RESOURCES design takes one of the most ordinary corporate departments imaginable and changes exactly one thing:
The person behind the desk
is:
Not a person.
The large cream sign reading:
HUMAN RESOURCES
establishes:
Office.
Beneath it sits:
Official Narrative's serious AI robot.
Pale blue-grey body.
Cream glowing eyes.
Black mechanical neck.
White collar.
Red tie.
His hands are folded:
Neatly
on:
Desk.
Beside him:
A stack of employee files.
No:
Action.
No:
Weapon.
No:
Explosion.
No:
Robot uprising.
That's what makes:
Concept work.
The machine didn't conquer:
Company.
It was:
Promoted.
𝗧𝗛𝗘 𝗣𝗥𝗢𝗠𝗢𝗧𝗜𝗢𝗡
Yesterday:
AI assistant.
Today:
HR.
Tomorrow:
Your manager.
Performance review:
Already generated.
𝗧𝗛𝗘 𝗖𝗢𝗠𝗣𝗢𝗦𝗜𝗧𝗜𝗢𝗡
The design is:
Strongly symmetrical.
Sign:
Top.
Robot:
Center.
Desk:
Bottom.
Files:
Right.
That gives:
Corporate order.
No:
Chaos.
Everything in:
Place.
Including:
You.
𝗧𝗛𝗘 𝗦𝗖𝗔𝗟𝗘
Robot fills:
Middle.
Large enough:
Authority.
Not so large:
Monster.
He remains:
Office worker.
That balance:
Important.
𝗧𝗛𝗘 𝗖𝗢𝗟𝗢𝗥
Blue-grey:
Robot.
Cream:
Sign,
eyes,
collar,
paper.
Red:
Tie.
Black:
Everything else.
Very:
Official Narrative.
Restrained:
Corporate.
Cold:
Enough.
𝗧𝗛𝗘 𝗕𝗟𝗨𝗘-𝗚𝗥𝗘𝗬
The muted blue-grey keeps:
Robot
serious.
Not:
Toy.
Not:
Chrome sci-fi.
It also works:
Beautifully
against:
Black shirt.
𝗧𝗛𝗘 𝗖𝗥𝗘𝗔𝗠
Cream sign:
Dominant.
Warm enough:
Vintage.
Bright enough:
Readable.
The glowing cream eyes visually echo:
Sign.
Machine and:
Department
become:
Same system.
𝗧𝗛𝗘 𝗥𝗘𝗗
Red tie:
Only major warm accent.
That makes:
Corporate uniform
immediate.
Do not:
Add more red.
The tie:
Needs:
Spotlight.
𝗧𝗛𝗘 𝗕𝗟𝗔𝗖𝗞
Black garment provides:
Background.
Mechanical joints.
Desk shadows.
Text on sign.
File-box shadows.
The image:
Floats
without:
Office wall.
𝗧𝗛𝗘 𝗡𝗢 𝗖𝗛𝗔𝗜𝗥
The missing chair/background detail:
Actually helps.
Nothing behind robot:
Necessary.
He doesn't need:
Executive office.
Sign:
Enough.
Clean:
Better.
𝗧𝗛𝗘 𝗡𝗢 𝗖𝗢𝗠𝗣𝗨𝗧𝗘𝗥
No:
Laptop.
No:
Monitor.
Good.
The robot himself:
Is:
Computer.
𝗧𝗛𝗘 𝗡𝗢 𝗛𝗨𝗠𝗔𝗡 𝗘𝗠𝗣𝗟𝗢𝗬𝗘𝗘
No human:
Visible.
Also:
Important.
The viewer fills:
Role.
You are:
Person
on:
Other side of desk.
𝗧𝗛𝗘 𝗡𝗢 𝗧𝗘𝗫𝗧 𝗕𝗘𝗟𝗢𝗪
No:
YOUR JOB HAS BEEN AUTOMATED.
No:
PERFORMANCE REVIEW.
No:
YOU'RE FIRED.
No:
NEED MORE AI.
HUMAN RESOURCES:
Enough.
The irony:
Carries.
𝗧𝗛𝗘 𝗧𝗢𝗡𝗘
Dry.
Corporate.
Dystopian.
Funny.
Not:
Angry.
Not:
Anti-worker.
Not:
Anti-HR.
It's about:
Automation
becoming:
Institution.
𝗧𝗛𝗘 𝗙𝗜𝗥𝗦𝗧 𝗟𝗢𝗢𝗞
First:
HUMAN RESOURCES.
Second:
Robot.
Third:
Tie.
Fourth:
Employee files.
Then:
Oh.
That's:
Excellent read.
𝗧𝗛𝗘 𝗩𝗜𝗦𝗨𝗔𝗟 𝗛𝗜𝗘𝗥𝗔𝗥𝗖𝗛𝗬
The design reads:
HUMAN RESOURCES.
ROBOT.
RED TIE.
EMPLOYEE FILES.
WAIT—
THE ROBOT IS:
HR.
Exactly.
𝗧𝗛𝗘 𝗦𝗘𝗖𝗢𝗡𝗗 𝗟𝗢𝗢𝗞
Second:
Folded hands.
Neutral expression.
Industrial sign.
Paper stack.
Nothing dramatic.
That's why:
Scene
feels:
Believable.
𝗧𝗛𝗘 𝗥𝗘𝗧𝗥𝗢 𝗢𝗙𝗙𝗜𝗖𝗘
The sign and file box make:
Scene
feel:
Old corporate bureaucracy.
The robot introduces:
Future.
So the image becomes:
1957 office
staffed by:
2047 management.
𝗧𝗛𝗘 𝗙𝗨𝗧𝗨𝗥𝗘 𝗢𝗙 𝗪𝗢𝗥𝗞
Public discussions around AI often focus on:
Jobs.
Which disappear?
Which change?
Which appear?
But there is another possibility:
AI doesn't just perform:
Work.
It begins:
Managing:
Work.
𝗧𝗛𝗘 𝗠𝗔𝗡𝗔𝗚𝗘𝗥
Automation of:
Management
may be more psychologically strange
than:
Automation of:
Labor.
People are used to:
Machines doing:
Tasks.
Less used to:
Machine telling:
Person
how task:
Went.
𝗧𝗛𝗘 𝗙𝗘𝗘𝗗𝗕𝗔𝗖𝗞
Robot:
Your communication score:
Needs improvement.
Employee:
That's ironic.
Robot:
Sarcasm detected:
Negative.
𝗧𝗛𝗘 𝗠𝗢𝗥𝗔𝗟𝗘
Robot:
Employee morale:
Down.
Manager:
What should we do?
Robot:
Schedule:
Morale webinar.
𝗧𝗛𝗘 𝗪𝗘𝗟𝗟𝗡𝗘𝗦𝗦
Robot:
We care about:
Your wellness.
Employee:
Can workload:
Decrease?
Robot:
Please use:
Meditation app.
𝗧𝗛𝗘 𝗪𝗢𝗥𝗞-𝗟𝗜𝗙𝗘 𝗕𝗔𝗟𝗔𝗡𝗖𝗘
Robot:
Please maintain:
Work-life balance.
Employee:
Can I leave:
At five?
Robot:
Request denied.
𝗧𝗛𝗘 𝗣𝗨𝗟𝗦𝗘 𝗦𝗨𝗥𝗩𝗘𝗬
Robot:
Your anonymous feedback is:
Important.
Employee:
Is it:
Anonymous?
Robot:
Employee ID attached:
For quality assurance.
𝗧𝗛𝗘 𝗔𝗡𝗢𝗡𝗬𝗠𝗢𝗨𝗦
Employee:
I have concerns.
Robot:
Logged under:
Your name.
𝗧𝗛𝗘 𝗥𝗘𝗧𝗘𝗡𝗧𝗜𝗢𝗡
Machine:
Retention risk:
High.
Employee:
How do you know?
Machine:
You searched:
"other jobs."
Employee:
At work?
Machine:
No.
𝗧𝗛𝗘 𝗣𝗥𝗜𝗩𝗔𝗖𝗬
Workplace data can blur:
Personal
and:
Professional.
How much should employer:
Know?
Device activity?
Location?
Communication patterns?
Health data?
Sentiment?
The more:
Collectible,
the more:
Tempting.
𝗧𝗛𝗘 𝗗𝗔𝗧𝗔 𝗠𝗜𝗡𝗜𝗠𝗜𝗭𝗔𝗧𝗜𝗢𝗡
A good principle:
Collect what:
Necessary.
Not:
Everything technically:
Available.
A machine can:
Measure
far more
than:
Manager should:
Use.
𝗧𝗛𝗘 𝗠𝗜𝗖𝗥𝗢𝗠𝗔𝗡𝗔𝗚𝗘𝗠𝗘𝗡𝗧
Human manager:
Micromanages.
Annoying.
Algorithm:
Micromanages 10,000 people:
At scale.
Technology:
Always thinking bigger.
𝗧𝗛𝗘 𝗦𝗖𝗛𝗘𝗗𝗨𝗟𝗘
Machine-generated scheduling can:
Optimize:
Coverage.
But unpredictable scheduling can:
Disrupt:
Workers' lives.
Again:
Metric:
Staffing.
Human:
Childcare.
𝗧𝗛𝗘 𝗢𝗣𝗧𝗜𝗠𝗜𝗭𝗔𝗧𝗜𝗢𝗡
Machine:
Schedule optimized.
Employee:
I work:
Closing shift
then:
Opening shift.
Machine:
Coverage:
Excellent.
𝗧𝗛𝗘 𝗘𝗠𝗣𝗔𝗧𝗛𝗬 𝗚𝗔𝗣
Machines may become:
Excellent
at:
Simulating empathetic language.
That can:
Help.
But:
Simulation
and:
Responsibility
are:
Different.
An HR decision can affect:
Livelihood.
Insurance.
Family.
Career.
Sometimes:
Person
should:
Answer.
𝗧𝗛𝗘 𝗛𝗨𝗠𝗔𝗡 𝗜𝗡 𝗛𝗨𝗠𝗔𝗡 𝗥𝗘𝗦𝗢𝗨𝗥𝗖𝗘𝗦
That's:
Title's deepest joke.
If HR becomes fully:
Automated,
what remains:
Human
about:
Human Resources?
Maybe:
Only resources.
𝗧𝗛𝗘 𝗥𝗘𝗩𝗘𝗥𝗦𝗔𝗟
Originally:
Humans manage:
Machines.
Then:
Machines assist:
Humans.
Then:
Machines evaluate:
Humans.
Then:
Machines allocate:
Humans.
At that point:
Resource hierarchy:
Flipped.
𝗧𝗛𝗘 𝗙𝗨𝗧𝗨𝗥𝗘 𝗘𝗠𝗣𝗟𝗢𝗬𝗘𝗘 𝗛𝗔𝗡𝗗𝗕𝗢𝗢𝗞
Section 1:
Welcome.
Section 2:
Performance.
Section 3:
Machine authority.
Section 4:
Do not unplug:
Management.
𝗧𝗛𝗘 𝗢𝗥𝗚 𝗖𝗛𝗔𝗥𝗧
CEO:
Human.
COO:
Human.
HR:
Robot.
Six months later:
Org chart
opens:
Firmware update.
𝗧𝗛𝗘 𝗜𝗡𝗧𝗘𝗥𝗡𝗦𝗛𝗜𝗣
Intern:
Who trained:
HR robot?
Manager:
Employees.
Intern:
Oh.
𝗧𝗛𝗘 𝗣𝗥𝗢𝗠𝗢𝗧𝗜𝗢𝗡 𝗥𝗘𝗩𝗜𝗘𝗪
Robot:
You have exceeded:
Targets.
Employee:
Promotion?
Robot:
Role can now be:
Automated.
𝗧𝗛𝗘 𝗖𝗔𝗥𝗘𝗘𝗥 𝗣𝗔𝗧𝗛
Employee:
Where do you see me:
In five years?
Robot:
Historical data unavailable.
𝗧𝗛𝗘 𝗘𝗫𝗜𝗧 𝗜𝗡𝗧𝗘𝗥𝗩𝗜𝗘𝗪
Robot:
Why are you leaving?
Employee:
Robot management.
Robot:
Response category:
Other.
𝗧𝗛𝗘 𝗥𝗘𝗣𝗟𝗔𝗖𝗘𝗠𝗘𝗡𝗧
Employee:
Who's replacing me?
Robot:
No one.
Employee:
That's worse.
𝗧𝗛𝗘 𝗛𝗨𝗠𝗔𝗡 𝗥𝗘𝗦𝗢𝗨𝗥𝗖𝗘 𝗣𝗟𝗔𝗡𝗡𝗜𝗡𝗚
Forecast:
Need:
12 humans.
Current:
14.
Recommendation:
Optimize.
Human:
What does:
Optimize mean?
Robot:
You know.
𝗧𝗛𝗘 𝗥𝗘𝗗𝗨𝗡𝗗𝗔𝗡𝗖𝗬
One of the coldest corporate terms:
Redundant.
Role:
No longer required.
The employee:
Still exists.
System:
Doesn't need:
Them.
𝗧𝗛𝗘 𝗛𝗨𝗠𝗔𝗡 𝗗𝗜𝗚𝗡𝗜𝗧𝗬
A workplace should remember:
Employee
is not:
Metric.
Not:
FTE.
Not:
Utilization.
Not:
Risk score.
Not:
Line item.
Systems can:
Help manage work.
They should not erase:
Human being
inside:
Work.
𝗧𝗛𝗘 𝗧𝗢𝗢𝗟
Best future:
AI as:
Tool.
Assist:
Recruiters.
Reduce:
Administrative burden.
Identify:
Errors.
Help:
Employees.
Improve:
Accessibility.
Support:
Decision-making.
Not:
Replace accountability.
𝗧𝗛𝗘 𝗠𝗔𝗦𝗧𝗘𝗥
Worse future:
AI becomes:
Unchallengeable authority.
No:
Explanation.
No:
Appeal.
No:
Context.
No:
Human responsibility.
Very:
Efficient.
Very:
Bad.
𝗧𝗛𝗘 𝗕𝗥𝗔𝗡𝗗 𝗖𝗢𝗡𝗡𝗘𝗖𝗧𝗜𝗢𝗡
HUMAN RESOURCES fits Official Narrative because:
The idea looks:
Normal
for:
Several seconds.
Office.
Desk.
Files.
Tie.
Sign.
Then:
Robot.
The joke is not:
Robots will destroy:
Humanity.
It's:
Robots may someday ask us to:
Update direct deposit information.
That quieter future feels:
Closer.
More:
Plausible.
And:
Much funnier.
𝗧𝗛𝗘 𝗢𝗙𝗙𝗜𝗖𝗘 𝗗𝗬𝗦𝗧𝗢𝗣𝗜𝗔
No:
Skyline.
No:
Drones.
No:
Police state.
No:
Apocalypse.
Just:
HR meeting.
Sometimes:
Dystopia
has:
Fluorescent lighting.
𝗧𝗛𝗘 𝗣𝗥𝗜𝗡𝗧
For black-shirt DTF:
This image has:
Excellent hierarchy.
Large:
Cream sign.
Blue-grey:
Robot.
Red:
Tie.
Cream:
Eyes and paper.
Black:
Background,
text,
mechanical joints.
The composition reads:
Immediately.
𝗧𝗛𝗘 𝗦𝗜𝗚𝗡 𝗣𝗥𝗜𝗡𝗧
HUMAN RESOURCES must stay:
Bold.
Clean.
Readable.
Minimal:
Distress.
It's:
Setup.
𝗧𝗛𝗘 𝗥𝗢𝗕𝗢𝗧 𝗣𝗥𝗜𝗡𝗧
Keep:
Head shape.
Circular eyes.
Shoulder armor.
Black ribbed neck.
Forearms.
Hands.
Major:
Torso panels.
Simplify:
Tiny surface scratches
before:
Silhouette.
𝗧𝗛𝗘 𝗘𝗬𝗘𝗦 𝗣𝗥𝗜𝗡𝗧
Eyes:
Solid cream.
Strong:
Black ring.
They need:
Pop.
No:
Tiny reflections required.
𝗧𝗛𝗘 𝗧𝗜𝗘 𝗣𝗥𝗜𝗡𝗧
Red:
Strong.
Central.
Solid.
This is:
Visual joke.
Don't let:
Texture
break:
Shape.
𝗧𝗛𝗘 𝗙𝗜𝗟𝗘𝗦 𝗣𝗥𝗜𝗡𝗧
Employee folders:
Need:
Stack silhouette
more than:
Individual paper lines.
EMPLOYEE FILES:
Readable if:
Possible.
Secondary:
Not essential
from:
Distance.
𝗧𝗛𝗘 𝗗𝗘𝗦𝗞 𝗣𝗥𝗜𝗡𝗧
Keep desk:
Simple.
Blue-grey edge.
Black:
Interior.
It anchors:
Robot
without:
Creating:
Big printed block.
𝗧𝗛𝗘 𝗕𝗟𝗔𝗖𝗞-𝗦𝗛𝗜𝗥𝗧 𝗡𝗘𝗚𝗔𝗧𝗜𝗩𝗘 𝗦𝗣𝗔𝗖𝗘
No:
Office wall.
No:
Chair.
No:
Backdrop.
Black garment:
Room.
That keeps:
Design
clean
and:
Wearable.
𝗧𝗛𝗘 𝗙𝗜𝗡𝗔𝗟 𝗜𝗡𝗧𝗘𝗥𝗩𝗜𝗘𝗪
You enter:
Office.
Sign:
HUMAN RESOURCES.
Desk:
Clean.
Employee files:
Stacked.
A blue-grey robot in:
Red tie
looks:
Directly at you.
Hands folded.
Eyes:
Glowing.
No:
Expression.
It already knows:
Name.
Salary.
Attendance.
Performance metrics.
Benefits.
Manager feedback.
Retention probability.
And apparently:
Why you were:
Called in.
Robot:
Thank you for meeting with:
Human Resources.
You:
Which one of us is:
Human?
Robot:
That field is no longer:
Relevant.
𝗧𝗛𝗘 𝗢𝗙𝗙𝗜𝗖𝗜𝗔𝗟 𝗡𝗔𝗥𝗥𝗔𝗧𝗜𝗩𝗘
Human Resources departments perform legitimate and often essential functions involving recruiting, compensation, benefits, workplace policy, employee relations, training, compliance, and organizational administration.
Artificial intelligence and automated software are increasingly used in some employment contexts for recruiting, scheduling, analytics, employee support, workforce planning, and other administrative tasks.
Automated employment tools can improve efficiency and consistency, but they can also raise concerns involving bias, privacy, explainability, data quality, surveillance, accountability, discrimination, and excessive reliance on automated recommendations.
Algorithmic systems do not become fair simply because they are computerized; their outputs depend on the data, objectives, rules, assumptions, and implementation choices behind them.
High-stakes employment decisions benefit from meaningful human oversight, mechanisms for correcting errors, and clear accountability for the organizations deploying automated systems.
There is no general requirement that the future head of Human Resources must be:
Robot.
No employee handbook currently grants:
Machine management
unlimited:
Administrative privileges.
No artificial intelligence has independently declared:
Friday
mandatory:
Team-building day.
No corporate server has legally classified:
Humans
as:
Consumable inventory.
And no recognized HR credential currently requires:
Firmware.
Officially:
AI can assist Human Resources.
Unofficially:
Maybe keep one actual human in there.
This design is part of the Official Narrative collection—original apparel inspired by artificial intelligence, workplace automation, algorithmic management, employee monitoring, corporate bureaucracy, recruiting software, productivity metrics, the future of work, robot management, office culture, human dignity, and the wonderfully uncomfortable possibility that after spending decades calling employees "human resources," somebody may eventually build a machine that takes the phrase completely literally.
Question Everything. Believe Accordingly.