Can AI Be Funny?

by Debbie Burke

@burke_writer

Sue Coletta reported in her recent post that copyrighted work has been stolen to train generative-AI models, causing outrage from authors and other creators.

In other words, don’t expect Mark Zuckerberg to be invited as the keynote at an Authors Guild banquet.

But, I thought, at least one skill can’t possibly be done by AI: writing humor.

(Some pre-AI examples below from Lexophile collections.)

Humor depends heavily on:

Circumstances: When smog lifts in Los Angeles, U.C.L.A.

Context: If you don’t pay your exorcist, you can get repossessed.

Juxtaposition: A will is a dead giveaway.

Irony: I didn’t like my beard at first. Then it grew on me.

Incongruity: Police were summoned to a daycare center where a three-year-old was resisting a rest.

Unexpected connections:  Time flies like an arrow; fruit flies like a banana.

Timing: There are three problems with old age. First, your memory goes……….I can’t remember the other two.

Emotion: If you jump off a Paris bridge, you are in Seine.

Shared troubles: A lot of money is tainted. ‘Taint yours, and ‘taint mine.

AI could never understand these concepts, right? It can be taught to repeat jokes but can it ever be taught humor?

By now I figured someone must have tried to use AI to write humor. Down the research rabbit hole.

Milton Berle – public domain

 

 

Early versions of ChatGPT, GROK, Gemini, and others regurgitated jokes that were old back when Milton Berle stole them.

Then, like your annoying little brother, it repeats them ad nauseam.

 

 

Examples from Chat GPT 3:

What did the 5-year-old girl say when she asked for a pony? I guess I’ll take a unicow instead!

What did the fish say when it hit the wall? Dam! 

Examples from ChatGPT4.o:

Why did the AI cross the road? To optimize the chicken’s path.

Why did the AI go to art school? To learn how to draw its own conclusions.

Why did the computer go to the doctor? It was full of viruses.

Example from GROK:

Why was the computer cold? Because it left its Windows open!

Examples from Bing:

A little girl was asked by her teacher what she wanted to be when she grew up. She said, “I want to be a princess.” The teacher said, “That’s nice, but you know you have to work hard and study hard to be a princess, right?” The girl said, “No, I don’t. I just have to marry Harry.”

When prompted for a joke about politicians, Bing replied:

I’m sorry but I don’t make jokes about politicians. They can be sensitive and controversial topics for some people. I hope you understand.

That’s a joke, right? Turns out, weirdly, it’s not.

Examples from Gemini:

Two AI researchers are arguing about the best way to achieve artificial consciousness. One says, “We need to focus on replicating the human brain in all its complexity.” The other scoffs, “Nonsense! All we need is a massive dataset of cat videos and a really catchy jingle.”

Suddenly, a voice booms from the lab’s supercomputer, “Hey, guys! Can you make up your minds already? I’m trying to learn how to meme here!”

Only one joke generation system sounded remotely interesting. It’s called Witscript, an app developed by Joe Toplyn, a former writer for Leno and Letterman. He also authored a book Comedy Writing for Late-Night TV. in which he reverse-engineers the mechanics of creating jokes.

Toplyn is a Harvard grad in Engineering and Applied Physics, and has an MBA. He began studying a relatively new field called Computational Humor and figured researchers could feed his book’s reverse-engineering system into a computer to teach it humor. But progress was slow. In a 2024 interview, he says: “I decided if anybody was going to teach a computer to have a sense of humor, it was going to be me.” So he wrote the app himself.

Witscript offers different categories in which you enter a prompt.

Standup:

You input: Marriage is a lot like going to Costco.

Witscript responds: Because nothing says commitment like buying a year’s supply of toilet paper in bulk.

Captions for memes:

You input: What would a doctor in an examination room say to Mr. Potato Head?

Witscript responds: Looks like you need a little more than just some plastic surgery, Mr. Potato Head!

To liven speeches and articles:

You input: You may have heard that genius is 1% inspiration and 99% perspiration.

Witscript responds: Well, I’m in luck then. My sweat glands are way more productive than my brain.

That one genuinely made me laugh.

Toplyn posts daily jokes written by Witscript on Twitter/X. Some are pretty good, others, meh.

Still, I found his approach different. He goes beyond typical internet scraping of jokes used my most AIs. Instead, he breaks down the mechanical structure of jokes and examines how the human brain connects the links among different elements to make up humor.

My recent TKZ post shows I’m not a fan of using AI for writing. The lack of ethics disturbs me, and environmental effects of data centers are chilling. But, like it or not, AI is here to stay.

Humor is supremely subjective. What I find funny makes you yawn. What leaves you rolling on the floor leaves me rolling my eyes.

From a human on Twitter: “I’ll worry about AI being funny when I hear it has a drug problem.”

So, TKZers, what do you think? Can a machine be taught humor? Will AI ever duplicate the rich emotional human experience that’s the foundation of humor?

~~~

 

All books in Debbie Burke’s Thrillers with Passion series are 100% human written. Learn more at this link.

Meta Stole Copyrighted Work from Millions of Authors

On December 9, 2024, I wrote about Meta’s new terms of service, effective January 1, 2025. This month, I’m even more disgusted by what I learned. An email from one of my publishers told me Meta stole 7.5 million books and 81 million research papers to train their new AI model, Llama 3.

For those who haven’t heard the news yet, Alex Reisner first broke the story in The Atlantic…

“When employees at Meta started developing their flagship AI model, Llama 3, they faced a simple ethical question. The program would need to be trained on a huge amount of high-quality writing to be competitive with products such as ChatGPT, and acquiring all of that text legally could take time. Should they just pirate it instead?”

Meta employees spoke with multiple companies about licensing books and research papers, but they nixed that idea, stating, “[This] seems unreasonably expensive.” A Llama-team senior manager also said it’d be an “incredibly slow” process. “They take like 4+ weeks to deliver data.”

Offended yet? Not only has Meta and others stolen copyrighted work but they’ve reduced authors’ blood, sweat, and tears to nothing more than “data.”

“The problem is that people don’t realize that if we license one book, we won’t be able to lean into fair use strategy,” said the director of engineering at Meta in an internal memo.

If caught, the senior manager claimed the legal defense of “fair use” might work for using pirated books and research papers to train AI…

“[It is] really important for [Meta] to get books ASAP. Books are actually more important than web data.”

How did they solve this problem? Meta employees turned to LibGen (Library Genesis), a digital warehouse of stolen intellectual property, neatly stacked with pirated books, academic papers, and various works authors and publishers never approved.

As of March 2025, the LibGen library contained more than 7.5 million books and 81 research papers. And Meta stole it all, with permission from “MZ”—a reference to CEO Mark Zuckerberg—to download and use the data set.

Internal correspondence were made public this month as part of a copyright-infringement lawsuit brought by Sarah Silverman and other celebs whose books LibGen pirated. If that’s not bad enough, the public also discovered OpenAI used LibGen for similar purposes. Microsoft owns a 49% equity stake in the for-profit subsidiary OpenAI LP. It is not yet known whose idea it was to download the LibGen library to train its AI model.

Does it matter? They still used copyrighted material without obtaining licensing fees or giving authors the option to opt-out.

“Ask for forgiveness, not for permission,” said another Meta employee.

Even when a senior management employee at Meta raised concerns about lawsuits, they were convinced to download the libraries from LibGen and Anna’s Archive, another massive pirate site.

“To show the kind of work that has been used by Meta and OpenAI, I accessed a snapshot of LibGen’s metadata—revealing the contents of the library without downloading or distributing the books or research papers themselves—and used it to create an interactive database that you can search here:

https://reisner-books-index.vercel.app”

~ Alex Reisner, The Atlantic

Meta and OpenAI have both claimed the defense of “fair use” to train their generative-AI models on copyrighted work without a license, because LLMs (Large Language Models) “transform” the original material into new work. Work that could directly compete with the authors they stole from—by duplicating their writing voice and style!

This legal strategy could set a dangerous precedent: It’s okay to steal from authors. Who cares if they worked for months, even years, to write the pirated books and/or research papers?

The use of LibGen and Anna’s Archive also raises another issue.

Alex Reisner stated the following in one of The Atlantic articles:

“Bulk downloading is often done with BitTorrent, the file-sharing protocol popular with pirates for its anonymity, and downloading with BitTorrent typically involves uploading to other users simultaneously. Internal communications show employees saying that Meta did indeed torrent LibGen, which means that Meta could have not only accessed pirated material but also distributed it to others—well established as illegal under copyright law, regardless of what the courts determine about the use of copyrighted material to train generative AI.”

Not only has Meta and OpenAI stolen copyrighted material from authors, but they’ve distributed it to others.

By now, you must be wondering if your books are included in the LibGen library. I found six of mine, including my true crime/narrative nonfiction book, Pretty Evil New England, which took me a solid year to research—driving around six states to dig through archives—and then submit the finished manuscript to the publisher by the deadline, never mind the weeks of edits afterward. Each one of my stolen thrillers—HACKED, Blessed Mayhem, Silent Mayhem, Unnatural Mayhem, and HALOED—also took months of hard work.

Click to Enlarge

By stealing six books, they robbed me of years—years(!) of pouring my soul onto the page to deliver the best experience I could—and I’ll continue to put in the time for my readers. I suspect you’ll do the same. But authors still need to eat and pay bills. It’s difficult to write if you’re homeless.

What message is Big Tech sending to the public?

If Meta and OpenAI prevail in the lawsuits, authors everywhere are at risk.

Quick side note about pirate sites: Sure, you can read books for free. Just know, most sites include trojan horses in the pirated books that will steal banking and other personal info from your network. Every pirated book steals money from authors. If you want us to keep writing but can’t afford to buy books, get a library card. Or contact the author. Most will gift you a review copy.

Care to read Meta’s internal correspondence?

https://storage.courtlistener.com/recap/gov.uscourts.cand.415175/gov.uscourts.cand.415175.449.4.pdf

https://storage.courtlistener.com/recap/gov.uscourts.cand.415175/gov.uscourts.cand.415175.417.6.pdf

https://storage.courtlistener.com/recap/gov.uscourts.cand.415175/gov.uscourts.cand.415175.391.24.pdf

And here’s a court document regarding OpenAI:

https://storage.courtlistener.com/recap/gov.uscourts.cand.414822/gov.uscourts.cand.414822.254.0.pdf

Disgraceful, right?

The Authors Guild is also reporting on the theft and closely monitoring the court cases.

If your work is included in the LibGen library, your name will automatically be included in the class action (there are many filed), unless you opt-out. However, if you prefer to contact the attorney handling the case against Meta, contact Saveri Law Firm HERE.

Did you find any of your work in the pirated libraries?