AI impresses me when it correctly explains jokes

This morning I was watching a video addressing the various ways (natural and human-initiated) in which isolated mountain lakes can be colonized by fish. The topic reminded me of a comedy routine I wrote for my keynote speech to a state association of game wardens and forestry officers around 1979:

"As a young college graduate desperately looking for work during the Great Depression, your association president was hired to backpack trout to isolated mountain lakes.” [Deadpan pause.] “He was paid by the fish."

[Wait for the groans to start and spread through the audience. Then cue for rim-shot.]

“You’re probably wondering how the fish could come up with the money. Simple. Offshore accounts.”

[Cue second rim-shot.]

“Probably in the form of liquid assets.”

[Cue third rim-shot.]

I decided to submit the routine to Gemini Advanced Pro for analysis. I find the answer impressive (and I hadn’t considered that today it would be called a “dad joke.”) This was the AI engine’s reply:

That’s a very well-crafted, multi-layered “groaner” joke. It’s built on a series of escalating puns that take an absurd premise and treat it with mock seriousness.

It could also be described as a “dad joke.”

Here is a breakdown of how each layer of the joke works.

Layer 1: “Paid by the fish.”

This is the core of the joke and the initial misdirection.

  • The Setup: You create a plausible, if slightly odd, scenario of a man backpacking trout into mountain lakes during the Great Depression. The audience is expecting a story about hardship.

  • The Punchline: The humor comes from the pun on the phrase “paid by the fish.”

    • Expected Meaning: He was paid a certain amount per fish he successfully delivered (a form of piece work).

    • Comedic Meaning: The trout themselves were his employers and were the ones paying him.

This sudden shift from a realistic job to a surreal, cartoon-like image of fish paying a human is what gets the initial groan and laugh.

Layer 2: “Offshore accounts.”

This line takes the absurd premise (that fish are employers) and commits to it by answering a fake “logical” question that the audience might be thinking.

  • The Setup: How could fish possibly have money?

  • The Punchline: The humor is another pun, this time on a financial term.

    • Financial Meaning: “Offshore accounts” are bank accounts located in another country, often for tax purposes.

    • Comedic Meaning: The fish’s accounts are literally “off the shore,” i.e., in the water where they live.


Layer 3: “Liquid assets.”

This is the final and most sophisticated pun, building on the established financial/aquatic theme.

  • The Setup: The audience has now accepted the premise of fish with offshore bank accounts.

  • The Punchline: This is a perfect final pun that works on two levels.

    • Financial Meaning: “Liquid assets” are investments that can be easily converted to cash.

    • Comedic Meaning: The assets are “liquid” because they belong to fish, who live in a liquid environment (water).

The structure is what makes it so effective. It’s a classic setup-punchline followed by two “tag” punchlines that get progressively more clever, rewarding the audience for following along with the absurd premise.

Writing in FORTRAN, COBOL, PL/1, and BASIC in the 1970’s, I would not have predicted that in my lifetime there would be software which could explain linguistic double-meanings/puns and the jokes based upon them.

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So AI has now passed Star Trek’s data in understanding humor.