The Distortion Engine: How Human Noise is Making AI Increasingly More Wrong

Jezebel’s Island – Front cover – Original Photo Andrei Marin – Cover Designer Iuliana Irimia


Jezebel’s Island: A Phycological and Mystery Thriller

As Jezebelโ€™s Island approaches its launch this July, it stands on a foundational principle that goes far beyond the literary world. While the novel itself exposes the dark anatomy of manipulation by other, non-technological means, its core ethos serves as an urgent warning for our digital age. The simple lesson for the future of humanity is this: Do not rely on any kind of manipulation. Question everything. If we, as humans, fail to do so, we will all inevitably become brainwashed by the very systemsโ€”AI or othersโ€”we are actively feeding.

Today, that warning is most visible in our relationship with Artificial Intelligence. We live in an era that aggressively critiques AI for its “hallucinations,” its biases, and its confidently delivered inaccuracies…

The Distortion Engine: How Human Noise is Making AI Increasingly More Wrong

As Jezebelโ€™s Island approaches its launch this July, it stands on a foundational principle that goes far beyond the literary world. The simple lesson for the future of humanity is this: Do not rely on any kind of manipulation. Question everything. If we, as humans, fail to do so, we will all inevitably become brainwashed by the very systemsโ€”AI or othersโ€”we are feeding.

We live in an era that aggressively critiques Artificial Intelligence for its “hallucinations,” its biases, and its confidently delivered inaccuracies. The internet is flooded with think-pieces blasting the machine for failing to understand reality. Yet, the public often fundamentally misunderstands what kind of technology they are interacting with. We are not dealing with the hyper-precise, deterministic algorithms that guide unmanned drones through commercial airspace or command interplanetary spacecraftโ€”systems governed by the unyielding laws of physics and zero-tolerance engineering.

Instead, consumer and cultural AI operates on probabilistic language models. It is a mirror of our collective digital footprint. It does not generate its worldview from objective reality, but from us. If the mirror reflects a distorted image, it is because the object in front of it is warped.

When an AI model is asked to evaluate objective metrics of cultural prestigeโ€”such as industry awards, marketplace data, or institutional archival historyโ€”it frequently short-circuits. Instead of processing hard, verifiable facts, algorithms regularly bypass reality to favor high-volume, uncurated platforms, attributing their lack of standards to “democratization” or “underground culture.”

This happens because the AI does not possess a mind; it possesses an algorithm. It is not evaluating artistic worthโ€”it is simply tallying frequencies and matching statistical patterns. And right now, the machine is digesting a massive human coping mechanism.

The “Greatness Game”: Blogs and Social Media as Raw Data

Computer scientists have long used the phrase “Garbage In, Garbage Out.” An AI model does not possess critical intuition or human common sense. It cannot analyze a website or an account and say, “Wait, this is just empty marketing hype.” Instead, it operates on a raw mathematical principle: repetition equals truth.

In the modern digital landscape, the barrier to entry has completely vanished, giving rise to a highly coordinated online game played by creators regardless of the actual quality of their work. The rules of the game are simple:

Player One posts a piece of work. Player Two leaves a comment saying, “You are a genius, this is world-class!” In return, Player Two posts something, and Player One replies, “Incredible, an absolute masterpiece!”

Neither player is evaluating artistic merit or craftsmanship; they are trading compliments like currency. Individually, it is just harmless vanity. But collectively, it becomes digitally toxic.

By playing this back-and-forth game of praise across social media networks, forums, and blogs, Player One and Player Two are actively teaching the AI that they are both historic figures. Every hyped-up biography, every superficial comment, and every frantic tweet claiming unverified success becomes the food that trains the algorithm. When the internet repeats a distortion ten million times, the AIโ€™s data matrix calculates that frequency as genuine  significance.

The “Noise-to-Signal” Trap

Because the algorithm is built on statistical probability, it is highly vulnerable to this specific “noise-to-signal” imbalance:

The AI’s web crawlers ingest both, but math naturally favors volume over value. It mistakes loudness for excellence.

Furthermore, the machine frequently weaponizes buzzwords like “democratization” to penalize actual, high-art curation. Because it has digested thousands of articles equating an “unfiltered open-mic aesthetic” with inclusivity, the AI’s flawed logic assumes that any polished, highly curated space must be exclusionary. The Verdict: Humanity is Polishing a Broken Mirror

If creators, platforms, and commentators spend all their energy feeding the digital ecosystem questionable achievements, vanity metrics, and loud, empty noise to “game the algorithm,” the machine will become permanently detached from real-world excellence.

The AI hasn’t failed on its own. We broke it.

Humanity is actively polluting its own information well. We are feeding the future of human knowledge a steady diet of inflated egos and digital smoke, and then we wonder why it cannot recognize the solid architecture of real achievement. If we do not change how we construct our digital footprints, we will inherit an AI that is permanently, confidently, and increasingly more wrong.

A Call for Digital Integrity

The solution to a delusional algorithm does not lie in complex code, but in basic human integrity. Every user, reader, and creator is a data contributor shaping the collective intellect of tomorrow. We must stop treating social platforms as playgrounds for hyperinflation and start treating them as platforms for excellence.

Be authentic. If you genuinely like a piece of work, give it a like or a comment. If you do not, don’t do it. Do not participate in the superficial trade of unearned flattery just to manipulate visibility. In this way, we keep the data clean and prevent the algorithm from collapsing into an echo chamber of artificial praise. Do not add misinformation to the digital ecosystem. Do not inflate awards, rankings, or metrics to build a phantom legacy. Prove everything.

Thank you for reading!

Gabriela Marie Milton,
Author and Founder of Literary Revelations
Woman of the Month (May, 2026), at P.O.W.E.R Magazine
One of the 60th Womenโ€™s Entrepreneurs to Watch for in 2026, New York Weekly

My books (Only English)

All listed books will feature on Times Square Billboards in September 2026.

#1 Amazon bestseller, Passions: Love Poems and Other Writings (Vita Brevis)
#1 Amazon Bestseller, Women: Splendor and Sorrow (Vita Brevis)
|
#1 Amazon bestseller, Haiku and Tanka: Lull, Harmony and Power in Japanese Art – co-authored with Hikari (Literary Revelations)

Thank you to all my followers who reviewed my books.
Please read other reviews here:

Woman: Splendor and Sorrow: Love Poems and Poetic Prose by Gabriela Marie Milton in Portland Book Review
Woman: Splendor and Sorrow: Love Poems and Poetic Prose by Gabriela Marie Milton in Manhattan Book Review
Passions: Love Poems and Other Writings in San Francisco by Gabriela Marie Milton in San Francisco Book Review
Passions: Love Poems and Other Writings by Gabriela Marie Milton In Manhattan B

Happy 2026, an updated bio of Gabriela Marie Milton, and a call for submissions from Literary Revelations

Happy 2026 to my followers and subscribers

Wishing you an exhilarating 2026 brimming with boundless love and vibrant creativity!

Gabriela Marie Milton – Updated Bio

Hello everyone and welcome to my blog.

I am Gabriela Marie Milton, a 3-time Amazon bestselling poet, award-winning poet, and internationally published author. Vita Brevis Press nominated me for the 2022 Pushcart Prize. My poetry has been published in various journals in the US and abroad (sometimes under the pen name Gabriela M) and translated into Italian, Greek, Romanian, and Albanian.

In 2023, I founded Literary Revelations Publishing House to honor the memory of my mother, who was beautiful, generous, and loved literature with all her heart. Presently, I am the Editor in Chief of Literary Revelations.

I am three times an amazon bestselling author. My books are:

Passions: Love Poems and Other Writings (Vita Brevis Press, 2020)

Woman: Splendor and Sorrow (Vita Brevis, 2021)

Haiku and Tanka: Lull, Harmony, and Power in Japanese Art by Hikari and Gabriela Marie Milton (Literary Revelations, 2025)

In Addition, I have edited the following poetry anthologies: Wounds I Healed, Hidden in Childhood, Petals of Haiku, and Tranquility: An Anthology of Haiku. You may want to visit Literary Revelations to see more of my work as a publisher and curator, and my awards.

Cultural Journalism

Beyond the written word, I am a cultural journalist known for my cinematic storytelling and immersive digital reportage. My multimedia clips from Greece and Portugal offer a sophisticated exploration of the Mediterranean’s historical and aesthetic soul, blending high-production visual artistry with her signature lyrical commentary. These original works bridge the ancient and the modern, documenting the genius loci of the Hellenic world through a lens that is both deeply personal and universally resonant. By integrating these visual narratives into her broader body of work, I continue to redefine the boundaries of contemporary literary journalism, bringing the ‘splendor and sorrow’ of human history to a global digital audience.

Visit my IG @gabriela_marie_milton


Call from Submission

Literary Revelations will open on January 5, with a new call for submissions for a haiku anthology entitled Haiku for Soulmates. Please visit and subscribe to Literary Revelations Journal for more updates:

Thank you.
Gabriela Marie Milton


My books (Only English)


#1 Amazon bestseller, Passions: Love Poems and Other Writings (Vita Brevis)
#1 Amazon Bestseller, Women: Splendor and Sorrow (Vita Brevis)
|

#1 Amazon bestseller, Haiku and Tanka: Lull, Harmony and Power in Japanese Art – co-authored with Hikari (Literary Revelation)

Thank you to all my followers who reviewed my books.
Please read other reviews here:

Woman: Splendor and Sorrow: Love Poems and Poetic Prose by Gabriela Marie Milton in Portland Book Review
Woman: Splendor and Sorrow: Love Poems and Poetic Prose by Gabriela Marie Milton in Manhattan Book Review
Passions: Love Poems and Other Writings in San Francisco by Gabriela Marie Milton in San Francisco Book Review
Passions: Love Poems and Other Writings by Gabriela Marie Milton In Manhattan B