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The Real-World AI Issue

How artificial intelligence and machine learning are affecting technology right now

The term “artificial intelligence” was coined fairly recently in 1955, but the idea of smart machines that do our bidding has far deeper roots, going back to the ancient myths of Greece, India, and China. Perhaps that’s why AI has such an impact on our imagination, and why, in recent years, there’s been so much hype surrounding the technology.

But AI is not a myth, nor is it a magical machine. It’s a technology like any other, that, after decades of research, has reached a new plateau of productivity. Cheap processing power and abundant data have made this possible, and AI and machine learning are now useful tools in a diverse range of fields, including astronomy, health care, transportation, and music.

After years of promise, AI is finally becoming useful. But what usually happens to useful technologies is that they disappear. We forget about the things that just work, and we shouldn’t let that happen to AI. Any technology destined to change the world needs scrutiny, and AI, with its combination of huge imaginative presence and very real, very dangerous failings, needs that scrutiny more than most.

So, for the AI Issue at The Verge, we’re taking a closer look at some of the ways artificial intelligence and machine learning are affecting technology right now — because it’s too late to understand something after it’s changed the world.

The state of AI in 2019
James Vincent
Inside the larps that let human players experience AI life

Game designers are using artificial intelligence to explore everything from racial discrimination to cathartic emotion

Tasha Robinson
How to protect humans in a fully automated society
Play

What happens when every job is replaced by a machine?

Russell Brandom
AI can make art now, but artists aren’t afraid

AI might actually be good for artists’ creativity, rather than a potential job killer.

Dami Lee
Automated background checks are deciding who’s fit for a home

But advocates say algorithms can’t capture the complexity of criminal records

Colin Lecher
Netflix’s I Am Mother is a slow, tense movie about how we love and fear AI

A cliched but effective thriller that draws from real-world robotics

Adi Robertson
Why CAPTCHAs have gotten so difficult

Demonstrating you’re not a robot is getting harder and harder

Josh Dzieza
Google invented the AI version of a Hallmark card

Gmail’s Smart Replies automate messages, but that’s not a new idea

Ashley Carman
How AI is changing photography

Cameras’ biggest recent advancements have come from AI, not sensors and lenses

Sam Byford
How AI is solving one of music’s most expensive problems

The last step in audio production is being taken over by machines

Dani Deahl
The AI video game character that influenced an industry

The other Cortana

Andrew Webster
Virtual creators aren’t AI — but AI is coming for them

Lil Miquela is just the beginning

Julia Alexander
The state of AI in 2019
James Vincent
Inside the larps that let human players experience AI life

Game designers are using artificial intelligence to explore everything from racial discrimination to cathartic emotion

Tasha Robinson
How to protect humans in a fully automated society
Play

What happens when every job is replaced by a machine?

Russell Brandom
AI can make art now, but artists aren’t afraid

AI might actually be good for artists’ creativity, rather than a potential job killer.

Dami Lee
Automated background checks are deciding who’s fit for a home

But advocates say algorithms can’t capture the complexity of criminal records

Colin Lecher
Netflix’s I Am Mother is a slow, tense movie about how we love and fear AI

A cliched but effective thriller that draws from real-world robotics

Adi Robertson
Why CAPTCHAs have gotten so difficult

Demonstrating you’re not a robot is getting harder and harder

Josh Dzieza
Google invented the AI version of a Hallmark card

Gmail’s Smart Replies automate messages, but that’s not a new idea

Ashley Carman
How AI is changing photography

Cameras’ biggest recent advancements have come from AI, not sensors and lenses

Sam Byford
How AI is solving one of music’s most expensive problems

The last step in audio production is being taken over by machines

Dani Deahl
The AI video game character that influenced an industry

The other Cortana

Andrew Webster
Virtual creators aren’t AI — but AI is coming for them

Lil Miquela is just the beginning

Julia Alexander