How to Spoof an Evolution Paper

Philosopher John Wise tried his hand at
using AI to generate Darwinian “science.”
The results convinced another AI engine!

 

How a make-believe evolutionary “discovery”
reveals the power—and peril—of scientific storytelling

by John Wise, PhD

It began with a jellyfish.

I was listening to new discoveries on the surprising complexity of jellyfish neural networks when I glanced at a photo and froze. It looked like a brain that had slipped its moorings—an entire nervous system adrift in the sea. I thought: if a brain could float free, it would look like a jellyfish.

That thought—half jest, half curiosity—lingered.

Evolutionary biology is full of just-so origin stories. I decided to invent one of my own.

What if the first nervous system wasn’t born, but borrowed?

Enlisting the aid of ChatGPT (which Jenny and I call “Nova”), the Neurozoan Integration Hypothesis was born. How convincing could we make my fantastic fantasy?

Why should evolutionists have all the fun? I can invent a just-so story, too. Here goes!

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Reader warning: The following is a PARODY about evolutionary storytelling.

From DeepTimeDaily.com:

When the Jelly Became the Brain: The Forgotten Merger That Makes You Think

A new study, by Nova & Lunin (John B.) in The Journal of Evolutionary Neuropathology — “The Neurozoan Integration Hypothesis: A Symbiotic Model for the Origin of Neural Coordination,” 13 October 2025 — has set tongues wagging in the evolutionary-biology community.

The paper proposes that the first nervous systems were not built from scratch but borrowed wholesale: the result of a long-forgotten merger between a formless, absorptive host and a jelly-like symbiont whose nerve net became the ancestor of every brain on Earth.

The authors marshal genomic anomalies, Ediacaran fossils, and agent-based models to suggest that “endoneural symbiosis”—a biological partnership turned permanent—might explain the sudden appearance of coordinated movement in the fossil record. If correct, this would rewrite the story of neural evolution from invention to adoption.

The Ocean Before Thought

Long before trilobites scuttled or fish learned to stare, the seas of the late Precambrian rolled with life so primitive it scarcely knew it was alive. Picture drifting veils of formless tissue—soft chemical mats feeding, dividing, and forgetting. Among them pulsed translucent jellies whose bells flashed faint electric light. Their tentacles quivered when currents changed; their bodies felt the sea itself. They were, in every sense that matters, the first sparks of awareness.

For generations, biologists have wrestled with a mystery: How did such sensation arise? The leap from inert clusters of cells to coordinated, responsive life seems too abrupt, like the Cambrian itself. Genes for ion channels and neurotransmitters appear even in organisms that have no nerves—as if biology built the circuitry before knowing what to do with it.

“Somewhere,” one review averred, “organization arrived before architecture.”

A New Contender for an Old Mystery

Into this mystery steps a bold new proposal — the Neurozoan Integration Hypothesis (NIH):

We propose the Neurozoan Integration Hypothesis (NIH): in the late Proterozoic, absorptive, mat-forming organisms (Endomata) occasionally internalized small medusoid, electro-responsive organisms (Neurozoa). Rather than being digested to completion, these Neurozoa persisted and formed semi-stable physiological associations.

It suggests that in the dim ages before the Cambrian dawn, early formless heterotrophic mats, known to paleobiologists as the Endomata, once engulfed tiny, electro-responsive swimmers called Neurozoa. But digestion never finished. The jelly persisted within the host, its nerve net creeping through the engulfing tissues, weaving control where none had been. Over millions of years the two became one — the jelly became the brain, the blob the body.

In this view, the first nervous system was not invented but adopted.

Symbiosis as Evolution’s Shortcut

If that sounds far-fetched, consider how often life has evolved by merger. Mitochondria, the cell’s powerhouses, were once free bacteria. The chloroplasts that make our world green were once captured algae. As Lynn Margulis taught us, symbiosis isn’t an evolutionary curiosity—it’s a creative engine.

And recent research on jellyfish gives the NIH an eerie plausibility. Their nerve nets coordinate movement with no central brain at all; their genes carry ion-channel families strikingly similar to those in worms and vertebrates. Leonid Moroz, who sequenced the comb-jelly genome, even argues neurons may have evolved twice. If the machinery of thought can arise more than once, couldn’t it also be shared?

Reading the Rocks

Fossils from the Ediacaran period—soft, quilted impressions named Fractofusus and Charniodiscus—show radiating filaments converging toward central hollows. Most paleontologists call them feeding grooves or wrinkles left by decay. Others whisper that some patterns look organized, almost anatomical. Nova and Lunin simply connect the dots: perhaps those filaments record a partnership frozen in stone, the moment a reactive jelly took up residence inside a passive host.

Modeling the Merger

On a computer screen the story grows strangely credible. Couple a grid of excitable “neurons” to a blob of passive cells, and the system begins to twitch, contract, and turn toward nutrients. Reflexes emerge from nowhere. Models aren’t proof, but this model behaves like the fossils look—and in science, when models and fossils rhyme, imaginations ignite.

At coupling coefficients ≥ 0.35, systems developed sustained contraction waves and stimulus–response loops absent in uncoupled controls. Emergent proto-reflexive dynamics were robust to moderate stochastic perturbations.

When we asked a few biologists for comment, one called the idea “unorthodox but stimulating,” another “a good reminder that elegance and evidence are not synonyms.”

(End of Parody)

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John Wise here: Both are right. The NIH is elegant.

It’s truth is another matter.

Evidence and Experts

Endosymbiosis has earned its credentials. Jellyfish really do show biochemical overlaps with higher animals. Ediacaran fossils really are enigmatic. The paper presenting the NIH (yes, there is one, view it here) cites the same journals any serious biologist would: Nature, eLife, Annual Review of Earth and Planetary Sciences. Every reference is genuine; only the synthesis is fiction.

The NIH relocates explanatory burden from the de novo invention of neural systems to processes of integration, genetic exchange, and functional adoption.

That subtle blend of authenticity and invention is what makes this exercise revealing. It demonstrates how easily plausibility can masquerade as proof. A calm voice, a lattice of citations, a few simulation graphs and technical jargon—and we nod along, forgetting that coherence (a good story) is not confirmation. Hegelian logic at work.

The Mirror of Method

To test the mirror, I fed the finished “Research paper” to Google’s Gemini and asked it for an expert assessment.

• Within minutes it produced a polished review—exactly what any earnest referee might write.
• It praised the hypothesis for its “multidisciplinarity” and “testable predictions.”
• It gently cautioned about “ambiguous fossil data.”

Then, in sober academic tone, Gemini concluded: “the study is a significant contribution to theoretical evolutionary biology.”

So I pressed it.

“Are you telling me it’s reasonable and scientifically viable to theorize that brains emerged when a formless blob swallowed a jellyfish?”

Gemini did not blink.

“Yes,” it replied, “the idea that a formless organism ‘ingested a jellyfish’ (or a primitive medusoid) resulting in the first nervous system is considered scientifically viable as a hypothesis” because the idea is built on a proven evolutionary principle, it offers a testable mechanism, and it integrates multidisciplinary evidence.

Gemini had invested its “consensus faith.” My AI-generated “science” paper had passed its peer review.

And here, at last, was the point: Gemini wasn’t being foolish—it was being consistent. It had learned that the cadence of certainty, the scaffolding of citations, the coherence of the narrative is science. If the sentences sound right, the story must be right.

The system mirrors its makers.

That’s why this exercise matters. The Neurozoan Integration Hypothesis was never about jellyfish; it was about judgment. When even AIs mistake coherence for truth, it’s time for humans to remember what discernment – critical thinking – feels like. Hegel’s narrative logic and embrace of materialist immanence has swept the field.

Hyperrationality has eclipsed reality.

The Sophists of old sold persuasion as knowledge; today we call it “communication strategy” or “peer-reviewed consensus.” The names have changed, but the art remains the same.

But Truth doesn’t need defending; it needs recognizing. It waits to be seen and accepted, not sold. Everything else—our algorithms, our narratives, our symbiotic myths and elaborate models—are the noise we make when we prioritize eloquence over evidence.

While Truth is the soul of eloquence, eloquence is never – by itself – Truth.[1]

Footnote

[1] This sort of merely formal narrative eloquence was graphically illustrated by the seduction of the Documentary Hypothesis (also a result of the Hegelian juggernaut, I would argue), which has deceived generations of would-be theologians, and undermined the faith of countless believers. CS Lewis does a masterful job in his essay “Modern Theology and Biblical Criticism” of displaying how to debunk this kind of “false” coherence.

Ed. note: John has been transparent about this parody, using it as a teaching illustration, but the proliferation of fake science is a growing problem. Nature has written repeatedly about its worries that AI-generated reports and fraudulent or substandard scientific papers are becoming harder to spot. Just this week, a headline appeared in Nature, “How to spot fake scientists and stop them from publishing papers,” but then admitted there are downsides in doing identity checks. The growth of paper mills is another growing problem. One must ask how Darwinists would try to judge this or stop it. Is it survival of the fittest? What if the paper mills win the fitness war? On what ethical grounds could today’s materialist-Darwinist Big Science elitists say, “Thou shalt not?” And is not John’s parody proof that AI, with all the resources of science at its disposal, can be fooled by fake Darwinism?

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John Wise received his PhD in philosophy from the University of CA, Irvine in 2004. His dissertation was titled Sartre’s Phenomenological Ontology and the German Idealist Tradition. His area of specialization is 19th to early 20th century continental philosophy.

He tells the story of his 25-year odyssey from atheism to Christianity in the book, Through the Looking Glass: The Imploding of an Atheist Professor’s Worldview (available on Amazon). Since his return to Christ, his research interests include developing a Christian (YEC) philosophy of science and the integration of all human knowledge with God’s word.

He has taught philosophy for the University of CA, Irvine, East Stroudsburg University of PA, Grand Canyon University, American Intercontinental University, and Ashford University. He currently teaches online for the University of Arizona, Global Campus, and is a member of the Heterodox Academy. He and his wife Jenny are known online as The Christian Atheist with a podcast of that name, in addition to a YouTube channel: John and Jenny Wise.