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Sahir Maharaj, Lead Data Scientist and Microsoft MVP
Author

Sahir Maharaj

Sahir Maharaj is a Lead Data Scientist and Microsoft MVP who designs and deploys end-to-end AI systems at scale. He writes The Tech Journal, a body of long-form essays on artificial intelligence, data science, creativity and the way technology is reshaping how we work and think.

Find him on LinkedIn, Kaggle, GitHub, or at sahirmaharaj.com.

All 63 articles by Sahir Maharaj

Will Kids Learn to Think, or Ask AI? — article by Sahir Maharaj
EDUCATIONCHILDRENSCHOOLS

Will Kids Learn to Think, or Ask AI?

Productive struggle just became optional. Schools are not ready for that.

August 22, 202611 min read
AI Will Reward People Who Think Clearly — article by Sahir Maharaj
SKILLSCOGNITIONFUTURE

AI Will Reward People Who Think Clearly

The bottleneck moved from production to cognition. That changes who wins.

August 19, 202611 min read
AI Is Turning Mediocre Ideas Into Beautiful Presentations — article by Sahir Maharaj
IDEASCREATIVITYBUSINESS

AI Is Turning Mediocre Ideas Into Beautiful Presentations

Polish used to be evidence of thinking. It is not anymore.

August 16, 202610 min read
The Next Status Symbol Is Human-Made — article by Sahir Maharaj
STATUSCULTURELUXURY

The Next Status Symbol Is Human-Made

When generation is free, the thing a machine cannot make becomes the luxury.

August 12, 202610 min read
AI Has Created a New Kind of Expert — article by Sahir Maharaj
EXPERTISEKNOWLEDGESKILLS

AI Has Created a New Kind of Expert

Fluent, confident, and thin. What happens when the expertise signal stops working.

August 9, 202610 min read
Why the Quality of Your Curiosity Matters — article by Sahir Maharaj
CURIOSITYSKILLSINTELLIGENCE

Why the Quality of Your Curiosity Matters

When answers are cheap, the scarce resource is a question worth asking.

August 6, 202611 min read
Are We Giving AI Too Much Control? — article by Sahir Maharaj
CONTROLAUTONOMYGOVERNANCE

Are We Giving AI Too Much Control?

Control does not transfer in one moment. It seeps out one small decision at a time.

August 3, 202612 min read
The Internet Is Being Flooded With AI Slop — article by Sahir Maharaj
CONTENTINTERNETMEDIA

The Internet Is Being Flooded With AI Slop

Near-zero production costs, and what happens to the signal beneath the flood.

August 1, 202611 min read
Your Company Will Not Replace You With AI — article by Sahir Maharaj
EMPLOYMENTSKILLSCAREERS

Your Company Will Not Replace You With AI

It will replace five of you with one person who knows how to run the tools.

July 30, 202611 min read
Winners in AI Are the Ones With the Best Data — article by Sahir Maharaj
DATAECONOMYTECHNOLOGY

Winners in AI Are the Ones With the Best Data

The competitive moat in AI is not the model. It is what the model was trained on.

July 28, 202611 min read
How AI Is Redefining What It Means to Create — article by Sahir Maharaj
ARTCREATIVITYCURATION

How AI Is Redefining What It Means to Create

When making is nearly free, choosing becomes the creative act.

July 25, 202610 min read
AI Is Making Nobody Original — article by Sahir Maharaj
ORIGINALITYCULTUREART

AI Is Making Nobody Original

The tools that democratised making are quietly homogenising what gets made.

July 22, 202611 min read
AI Is Quietly Creating a New Class System — article by Sahir Maharaj
CLASSECONOMYFUTURE OF WORK

AI Is Quietly Creating a New Class System

Two groups are forming: the people who direct AI, and the people it directs.

July 20, 202612 min read
AI Bias Is Not a Bug. It Is a Mirror. — article by Sahir Maharaj
FAIRNESSSOCIETYETHICS

AI Bias Is Not a Bug. It Is a Mirror.

The cycle of discovery and technical fix keeps repeating. The reason is not in the code.

July 18, 202611 min read
The Remote Worker's Invisible Supervisor — article by Sahir Maharaj
WORKSURVEILLANCEPRIVACY

The Remote Worker's Invisible Supervisor

The quiet rise of workplace surveillance, and what it is really costing us.

July 15, 202611 min read
The Performance Review Is Dead — article by Sahir Maharaj
WORKPLACEMONITORINGETHICS

The Performance Review Is Dead

Continuous monitoring replaced the annual ritual. That is not obviously progress.

July 12, 202610 min read
The Last Profession to Fall — article by Sahir Maharaj
PROFESSIONSEXPERTISESKILLS

The Last Profession to Fall

Which professional skills actually survive when AI can do most of the job.

July 9, 202611 min read
The Portrait of You That Lives in a Database — article by Sahir Maharaj
PRIVACYTECHNOLOGYETHICS

The Portrait of You That Lives in a Database

What it means when an algorithm predicts you better than your friends.

July 6, 202610 min read
The Ghost Writing Your Colleagues' Emails — article by Sahir Maharaj
WORKPLACEETHICSCOMMUNICATION

The Ghost Writing Your Colleagues' Emails

When AI drafts the message, whose voice are you really reading?

July 3, 20269 min read
The Filter Bubble Finally Burst, or Did It? — article by Sahir Maharaj
MEDIASOCIETYFUTURE

The Filter Bubble Finally Burst, or Did It?

AI didn't pop the bubble. It replaced it with something stranger.

July 1, 202610 min read
Your Digital Twin Is Already Being Built — article by Sahir Maharaj
PRIVACYDATAETHICS

Your Digital Twin Is Already Being Built

The version of you living on servers you never signed up for.

June 28, 202610 min read
What Authenticity Was Doing for Us — article by Sahir Maharaj
AUTHENTICITYCULTURERELATIONSHIPS

What Authenticity Was Doing for Us

How AI is quietly changing what we can trust in a message.

June 26, 202610 min read
Who Gets Paid When AI Learns From You? — article by Sahir Maharaj
DATAECONOMYEQUITY

Who Gets Paid When AI Learns From You?

The overdue argument for treating your data as work, not exhaust.

June 23, 202610 min read
Can Super Intelligence Really Be Controlled? — article by Sahir Maharaj
SUPERINTELLIGENCECONTROLFUTURE

Can Super Intelligence Really Be Controlled?

An honest read on the control problem, between fatalism and false comfort.

June 21, 202612 min read
Why a Black-Box Approach in AI Is Not Recommended — article by Sahir Maharaj
CYBERNETICSETHICSGOVERNANCE

Why a Black-Box Approach in AI Is Not Recommended

What we lose when the systems running our world stop being legible.

June 20, 202610 min read
The Prospects of Conscious AI — article by Sahir Maharaj
COGNITIONPHILOSOPHYETHICS

The Prospects of Conscious AI

Sitting with a question we don't yet know how to answer.

June 19, 202611 min read
The Friend Who Has Been Everywhere — article by Sahir Maharaj
TRAVELTOURISMFUTURE

The Friend Who Has Been Everywhere

AI is quietly changing who gets to travel, and how they get there.

June 18, 202610 min read
Will Superintelligence Save Humanity or Destroy It? — article by Sahir Maharaj
ASIETHICSPHILOSOPHY

Will Superintelligence Save Humanity or Destroy It?

Sitting honestly with the most consequential question we're not ready for.

June 17, 202612 min read
How AI Is Changing the Game — article by Sahir Maharaj
SPORTSMEDIAINNOVATION

How AI Is Changing the Game

What happens to sports broadcasting when the booth gets an algorithm.

June 16, 202610 min read
Quenching the World's Thirst with AI — article by Sahir Maharaj
WATERSUSTAINABILITYCLIMATE

Quenching the World's Thirst with AI

How AI and nanotech are quietly rewriting what's possible in water.

June 15, 202610 min read
Learning to See in an AI World — article by Sahir Maharaj
INNOVATIONARTCULTURE

Learning to See in an AI World

Computational capture, generative images, and what photography is still for.

June 14, 202610 min read
Decoding the Ethics Behind AI Advertising — article by Sahir Maharaj
DATACONSUMERPRIVACY

Decoding the Ethics Behind AI Advertising

The line between personalization that helps and targeting that exploits.

June 13, 202610 min read
How AI is Transforming Hospitality — article by Sahir Maharaj
SERVICEINNOVATIONHOTELS

How AI is Transforming Hospitality

Pre-configured rooms, predictive service, and what hospitality still cannot automate.

June 12, 202610 min read
How AI is Stitching a New Era in Fashion — article by Sahir Maharaj
FASHIONCREATIVITYCULTURE

How AI is Stitching a New Era in Fashion

Virtual models, sustainable production, and a new conversation about bodies.

June 11, 202610 min read
How Predictive AI Is Changing Human Limits — article by Sahir Maharaj
SPORTSTRAININGFUTURE

How Predictive AI Is Changing Human Limits

Inside the quiet AI infrastructure now surrounding every elite athlete.

June 10, 202610 min read
How AI is Shaping our Creativity — article by Sahir Maharaj
ARTCULTUREINNOVATION

How AI is Shaping our Creativity

GAN-generated art, the authorship question, and what still counts as an encounter.

June 9, 202610 min read
Building the Cities of Tomorrow with AI — article by Sahir Maharaj
ARCHITECTUREDESIGNFUTURE

Building the Cities of Tomorrow with AI

Generative design and performance tools are reshaping how buildings get made.

June 8, 202610 min read
The Intersection of AGI and Human Potential — article by Sahir Maharaj
AGITECHNOLOGYETHICS

The Intersection of AGI and Human Potential

What it would mean to redesign what it is to be human, and who should decide.

June 7, 202611 min read
The Hidden Cost of Asking AI Anything — article by Sahir Maharaj
AIENERGYENVIRONMENT

The Hidden Cost of Asking AI Anything

Every prompt has a power bill. The carbon and water cost behind every AI answer.

June 6, 20269 min read
AI That Kills: Who Gave Them Permission? — article by Sahir Maharaj
AIETHICSWARFARE

AI That Kills: Who Gave Them Permission?

Lethal autonomous weapons are no longer science fiction. The accountability gap is terrifying.

June 5, 202610 min read
Are We Outsourcing Too Much to AI? — article by Sahir Maharaj
AIDECISIONSFUTURE

Are We Outsourcing Too Much to AI?

AI is becoming the invisible layer between the thought we have and the action we take.

June 4, 202610 min read
The Internet Is Getting Crowded With AI — article by Sahir Maharaj
AIINTERNETTRUST

The Internet Is Getting Crowded With AI

When every answer sounds fluent, fluency stops being a signal of quality.

June 3, 20268 min read
The AI That Watches You Sleep — article by Sahir Maharaj
AISLEEPWELLNESS

The AI That Watches You Sleep

Sleep scores, biometric reports, and what happens when rest becomes another performance review.

June 2, 20269 min read
The Rise of AI Companions — article by Sahir Maharaj
AICOMPANIONSLONELINESS

The Rise of AI Companions

Millions are forming real emotional bonds with software. Is that connection, or substitution?

June 1, 20269 min read
What AI Cannot Replicate About Experience — article by Sahir Maharaj
EDUCATIONCREATIVITYINNOVATION

What AI Cannot Replicate About Experience

What is left for humans to teach when machines can learn almost anything?

May 31, 202610 min read
When AI Watches Over Animals Instead of People — article by Sahir Maharaj
AIWILDLIFENATURE

When AI Watches Over Animals Instead of People

Camera traps, acoustic sensors, and a quieter revolution in conservation.

May 30, 20269 min read
The New Hollywood Driven by AI — article by Sahir Maharaj
AIFILMCREATIVITY

The New Hollywood Driven by AI

How AI is rewriting what it means to make, share, and trust a story.

May 29, 202610 min read
Privacy in AI: How Much Is Too Much? — article by Sahir Maharaj
AIPRIVACYDATA

Privacy in AI: How Much Is Too Much?

The fine line between personalization that helps and personalization that watches.

May 28, 202610 min read
The Employee That Never Sleeps — article by Sahir Maharaj
AILEADERSHIPCULTURE

The Employee That Never Sleeps

What leadership looks like when part of your team is an algorithm.

May 27, 20269 min read
Your AI Works 24/7. Do You Have To? — article by Sahir Maharaj
AIPRODUCTIVITYBURNOUT

Your AI Works 24/7. Do You Have To?

AI made us faster. It also quietly raised the bar for what 'normal' work looks like.

May 26, 20268 min read
Can AI Hold Space for You? — article by Sahir Maharaj
AIHEALTHWELLBEING

Can AI Hold Space for You?

What AI mental health tools actually do - and where they quietly fall short.

May 25, 20269 min read
What Happens When AI Decides Your Career — article by Sahir Maharaj
AIHIRINGCAREER

What Happens When AI Decides Your Career

Inside the algorithms quietly sorting, ranking, and rejecting job candidates.

May 24, 20269 min read
Can AI Save the Planet It's Helping to Destroy? — article by Sahir Maharaj
AICLIMATENATURE

Can AI Save the Planet It's Helping to Destroy?

The uncomfortable, two-sided story of AI and climate change.

May 23, 20268 min read
When AI Can Sound Like Your Favorite Artist — article by Sahir Maharaj
AIMUSICTECHNOLOGY

When AI Can Sound Like Your Favorite Artist

The voice cloning debate nobody in music wanted to have.

May 22, 20268 min read
AI in Medical Diagnosis Is Getting Eerily Good — article by Sahir Maharaj
AIHEALTHMEDICINE

AI in Medical Diagnosis Is Getting Eerily Good

What it means when an algorithm spots what the doctor missed.

May 21, 20269 min read
Can AI Really Understand How You Feel? — article by Sahir Maharaj
AIHEALTHINNOVATION

Can AI Really Understand How You Feel?

AI mental health apps are quietly everywhere. Is that a breakthrough, or a problem?

May 20, 20269 min read
The Impact of AI on Human Interactions — article by Sahir Maharaj
HUMANITYRELATIONSHIPSSOCIETY

The Impact of AI on Human Interactions

When the AI never makes you wait, the humans in your life start to feel slower.

May 17, 202610 min read
The Dark Side of AI Health Monitoring — article by Sahir Maharaj
HEALTHSURVEILLANCEPRIVACY

The Dark Side of AI Health Monitoring

My watch knows more about my body than my doctor does. That's the upside, and the worry.

May 15, 202610 min read
Why You Can't Afford to Ignore AI — article by Sahir Maharaj
LEADERSHIPTECHNOLOGYCULTURE

Why You Can't Afford to Ignore AI

The org chart quietly changed. Most companies haven't caught up yet.

May 13, 202610 min read
Can We Train Machines to Be Better Than Us? — article by Sahir Maharaj
DATAETHICSMACHINE LEARNING

Can We Train Machines to Be Better Than Us?

If AI learns from us, can it ever rise above our worst patterns?

May 10, 202610 min read
Is AI the New Thinking Species? — article by Sahir Maharaj
CONSCIOUSNESSPHILOSOPHYETHICS

Is AI the New Thinking Species?

Sitting honestly with a question we don't actually know how to answer.

May 7, 202610 min read
The Unsettling Reality of AI and Immortality — article by Sahir Maharaj
PHILOSOPHYETHICSHUMANITY

The Unsettling Reality of AI and Immortality

What happens when the people we lose stay just a message away?

May 4, 202610 min read
Why Wondering is Important in the Age of AI — article by Sahir Maharaj
CURIOSITYLEARNINGFUTURE

Why Wondering is Important in the Age of AI

When every answer is three seconds away, what happens to curiosity?

May 1, 202610 min read