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Victor Tangermann Archives - Futurism

Grimly Cyberpunk Video Shows Ukrainian Soldiers Leaning Out of Propeller Plane to Obliterate Drones With Rifles AI Slop YouTube Channel Glitches Out in a Way So Bizarre That It’s Vaguely Disturbing Double Murder Suspect Asked ChatGPT How to Hide Body in Dumpster The White House Suddenly Seems Pretty Terrified of Anthropic Democrat and Republican Voters United on Key Issue: Hatred of Data Centers NASA’s Moon Landing Schedule Slipping Horrendously Under Trump NASA Fires Up Futuristic Plasma Thruster Designed to Take Us to Mars Toilet Maker Spikes in Value as It Flushes Money Into AI New England Journal of Medicine Retracts Paper Because Photo of Patient’s Insides Was Garbled by AI Eric Trump’s Crypto Company Is Falling Into Total Disaster Gen Z Is Turning Against AI in an Incredible Way If OpenAI Loses This Trial, It Could Effectively Be Eliminated in Its Current Form D4vd Bought Chainsaws and Body Bag on Amazon After Murder, Prosecutors Say, in the Most Grisly Case of Internet Brain Rot We’ve Ever Heard There’s a Hidden Shortcut to Mars, Scientific Paper Finds Reddit Intentionally Breaks Its Mobile Website, Demanding Users Download Its App Instead Uninstalls of ChatGPT Are Spiking at the Worst Time Imaginable for OpenAI Another Military UFO Guy Just Died Sam Altman Caught in What May Be His Most Spectacular Lie Yet Scientists Scan Gigantic Structure Hiding Behind Our Galaxy If You Thought Mark Zuckerberg Was a Pathetic Little Worm Before, Wait Until You Hear About His Latest Move OpenAI in Shambles as IPO Looms Scientists Experimenting With Quantum Effect That Some Fear Could Cause Chain Reaction That Ends Entire Universe Weird Things Happen When You Give AI Agents Money and Let Them Spend It Bitcoin Developers Are Debating a Move That Could Send Crypto Markets Into a Tailspin Video Shows NASA Astronaut Struggling to Walk After Journey Around the Moon Sam Altman Issues Grim Apology Top Medical Journal Publishes Searing Article Warning Against Medical AI New Browser 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There’s Something Fundamentally Wrong With LLMs
2026-04-15 · via Victor Tangermann Archives - Futurism

LLMs aren't trained on the "vast majority of speech," experts warn, a major blind spot that could have sweeping consequences.

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Once you familiarize yourself with the characteristics of ChatGPT’s writing, it becomes impossible to miss. The internet has been flooded with AI-generated text that often features distinctive language patterns, from liberal use of em dashes and repetitive sentence structures to specific turns of phrase and tone.

The trend has become so ubiquitous that experts are now warning that it could even influence the way we speak in real life.

As historian Ada Palmer and cryptographer and author Bruce Schneier argue in an opinion piece for The Guardian, it’s a very real risk that could also entrench a fundamental flaw plaguing large language models today. While these models were trained on vast quantities of written text, social media posts, movies, TV shows, and other recordings, this data often comes up short in “unscripted conversations we have face-to-face or voice-to-voice” — which represents the “vast majority of speech, and a vital component of human culture.”

It’s a massive blind spot that could result in humans eventually adopting linguistic patterns of these models, among other far-reaching consequences.

“This will affect not just how we communicate with one another,” Palmer and Schneier write, “but also how we think about ourselves and what goes on around us.”

“Our sense of the world may become distorted in ways we have barely begun to comprehend,” they concluded.

Research has already shown that AI-generated language relies on shorter-than-average sentences, while using a narrower vocabulary than human speech. It also sacrifices what makes human-written text human, including what Palmer and Schneier term “meanders, interruptions and leaps of logic that communicate emotion.”

Worse yet, AI models developed after the advent of ChatGPT run the risk of being trained on output that was itself generated by an AI, a dangerous feedback loop that could further entrench these machine-inspired patterns.

Beyond linguistic choices, AI models have long been shown to be highly agreeable or “sycophantic” towards the user, often indulging in their potentially flawed or downright dangerous lines of thinking or beliefs. It’s a tendency that can “reinforce bias and even worsen psychosis,” Palmer and Schneier argue.

For impressionable minds, the consequences could be far reaching. Educators are warning that students are losing their ability to think for themselves, instead choosing to consult AI when prompted with a question they can’t answer. University students are worried their peers are starting to all sound the same, relying on the same machine-generated output. Meanwhile, experts are worried the widespread use of AI products in the workplace could be causing users’ cognitive faculties and critical thinking skills to deteriorate.

Finding a solution in the long term to have these AI models better reflect when we’re “at our most authentically human” could prove difficult. However, that shouldn’t stop us from looking for one.

“We don’t pretend to know what the best solutions might be,” Palmer and Schneier concluded in their piece. “But one has to imagine if there’s ingenuity to develop AI models, then surely there’s ingenuity to come up with a way to train them on informal human speech instead of us only at our most stylized, veiled, and sometimes worst.”

More on AI: Large Language Models Will Never Be Intelligent, Expert Says