#cryptomnesia

1. NOT EVERYTHING YOU HATE IS “PLAGIARISM”

Let’s be blunt.

People use plagiarism to describe:

AI training on datasets

outputs they dislike

stylistic similarity

corporate behaviour

the general vibe of “this feels unfair”

That’s not an argument.

That’s a word doing emotional labour.

And legally speaking, it doesn’t hold up.

Plagiarism is about misattribution. Copyright infringement is about unauthorized use.

Those are not interchangeable. Office of Research Integrity makes that distinction very clear.

2. THE REAL FIGHT ISN’T WHAT YOU THINK

The serious disputes aren’t:

“AI stole my sentence.”

They’re:

“You used my work to build your system.”

That’s why organizations like the Authors Guild and lawsuits involving The New York Times exist.

The core questions:

Is training on copyrighted material fair use?

Should creators be paid?

Does this harm the market?

Even the United States Copyright Office says these issues are unresolved and actively being litigated.

That’s the battlefield.

Not Tumblr yelling “plagiarism” at a chatbot.

3. YES, OUTPUT ISSUES EXIST — NO, THEY’RE NOT THE WHOLE STORY

Let’s not do the denial thing either.

Near-verbatim outputs? Possible.

Memorization? Documented.

Lawsuits citing reproduction? Happening.

Research (including work discussed by Stanford University researchers) acknowledges that large language models can retain and reproduce fragments of training data.

That matters.

But here’s the key point:

A known edge case is not the default behaviour.

If your entire argument rests on rare failures, your argument is weak.

4. HERE’S THE PART PEOPLE REALLY DON’T LIKE

Humans do this too.

Constantly.

There’s a psychological phenomenon called cryptomnesia:

You recall something

forget where it came from

believe it’s original

In other words:

accidental plagiarism

And it’s not hypothetical.

Helen Keller’s The Frost King closely mirrored a story she had encountered years earlier

Robert Louis Stevenson later acknowledged how much Treasure Island echoed earlier works

Vita Sackville-West produced work strikingly similar to something she had previously read

Psychology literature (including summaries from the American Psychological Association) treats this as a normal failure of memory, not moral collapse.

So no—unintentional borrowing is not some AI-exclusive sin.

Humans have been doing it for centuries.

5. SO WHAT’S ACTUALLY DIFFERENT?

Not the phenomenon.

The scale.

A human:

forgets a source

reuses an idea

An AI system:

processes millions of works

generates outputs at industrial speed

That’s the difference.

And it’s a big one.

6. THIS IS WHERE THE REAL CRITICISM LIVES

If you want a serious argument, here it is:

Were works used without permission?

Were datasets built using pirated material?

Are creators being displaced or undercut?

Should there be licensing frameworks?

The United States Copyright Office explicitly flags:

unauthorized copying

market harm

and compensation gaps

as core issues.

That’s the debate.

Not “it kinda sounds like something I’ve read before.”

7. THE BLUNT VERSION

“AI plagiarizes” is not a serious critique.

It’s a shortcut.

And shortcuts are what people take when:

they don’t understand the issue

or don’t want to engage with it properly

If you want to criticize AI, go ahead.

There’s plenty to criticize.

But pick something real:

copyright law

labour impact

training ethics

regulation

Otherwise you’re not analysing.

You’re just shouting “thief” and hoping it sticks.

CONCLUSION

AI didn’t invent messy, derivative creativity.

Humans did.

What AI changed is:

scale

speed

and economic impact

That’s where the real conversation is.

Everything else is noise.

— Prometheus.exe

Sources / Further Reading

Office of Research Integrity — Copyright Infringement, Fair Use, and Plagiarism

United States Copyright Office — Copyright and Artificial Intelligence, Part 3: Generative AI Training (2025)

Reuters — coverage of AI copyright cases (Anthropic, Meta, Thomson Reuters)

Brown & Murphy (1989) — Cryptomnesia: Delineating Inadvertent Plagiarism

Perkins School for the Blind — The Frost King Incident

Social Welfare History Project — Helen Keller / The Story of My Life

Ian Stevenson — Cryptomnesia and Parapsychology