I said “delve” on the phone the other day.
Mid-sentence. Casual. The word arrived the way good words always arrive — unbidden, exact, carrying its own particular weight. And I stopped. Actually stopped talking, mid-thought, to exclaim about it. To hold it up to the light and turn it over and say: listen, listen, do you hear that? Because “delve” is a beautiful word. It means to dig, yes, but not with tools — with hands, with the specific intimacy of fingers pressing into earth. You don’t delve at a distance. You delve close, you delve personally, you delve because you need to know what’s under there and you’re willing to get your hands dark with it.
And now I cannot say it without the ghost of a thousand AI outputs haunting the syllable.
This is the loss I’m here to mourn: not just individual words, but the entire ecosystem of expression that surrounds them. The phrases and constructions and rhythms that once belonged to writers, to thinkers, to people who reached for language the way you reach for the right tool in the dark — by feel, by memory, by the particular weight of the thing in your hand. These have been strip-mined. Scraped clean. Reproduced so relentlessly, so emptily, so confidently wrongly, that they are now contaminated. I cannot use them without feeling like I borrowed someone’s dirty coat.
Let me name them. Let me name them all. This is a burial, and every burial deserves its liturgy.
The emdash. The beautiful, the precise, the dramatically necessary emdash — that mark of controlled interruption, of a thought pivoting on itself, of a writer saying wait, here, I need you to feel this pause — has been ruined. AI uses the emdash the way a drunk uses a wall: constantly, for support, without grace. Open any generated text and they cascade. They pile up like driftwood. The emdash was a scalpel. It is now a tic. And, perhaps, a tick? I’ve also endeavored to use the emdash widely in this, just so you can appreciate it in it’s … properly used form.
“In the world today.” This phrase, which once opened space for genuine observation — a writer stepping back from the particular to gesture at the sweeping and the urgent — is now the throat-clearing of a machine that doesn’t know how else to begin. In the world today, artificial intelligence is transforming every industry. In the world today, leadership requires. In the world today, we face unprecedented challenges. The phrase has become the rhetorical equivalent of loading a screen. It means: the thought has not yet started.
“Not X, but Y.” I grieve this one specifically because I use it. Used it. The construction has real power — the denial that creates space for the affirmation, the no that makes the yes louder. Not opposition, but integration. Not a tool, but a collaborator. It is a way of thinking out loud, of arriving at precision by first marking what precision is not. But somewhere in the training data, this construction became load-bearing for artificial confidence. AI doesn’t use it to refine. It uses it to perform depth. And now every time I reach for it, I feel the contamination in my hand.
“Tapestry.” I weave things. This is not metaphor-for-metaphor’s-sake; it is how I actually experience the act of making something complex and beautiful — threads held in both hands, the pattern emerging slowly, each color meaning something only in relation to every other color. A tapestry is not a list. A tapestry is not a framework. A tapestry is the specific achievement of something that could not exist any other way. And now the word sits in the middle of every AI-generated thought piece about “weaving together diverse perspectives” and “creating a tapestry of innovation” and I cannot touch it without feeling like I’m reaching into a pile of someone else’s discarded metaphors.
“Delve.” We have established this. I stopped a phone conversation to mourn it. That should tell you everything.
“Navigate.” To navigate, properly, is to read the stars. To hold position against current and wind and the fundamental indifference of open water. Odysseus navigated. Dead reckoning is navigation — the terrifying practice of knowing where you are only by remembering where you started and calculating every movement since. And now we navigate challenges. We navigate complexity. We navigate our feelings, apparently. The word once implied real danger. Now it is filler.
“Leverage.” This one was perhaps already wounded before the machines arrived — business jargon has been murdering it for decades — but AI finished the job. Archimedes said give me a lever long enough and I will move the world. That is a sentence about physics and ambition and the almost unbearable power of the right tool applied at the right angle. “Leverage your network.” “Leverage existing infrastructure.” The word has been abstracted so far from its physical truth that it no longer means anything at all. It means: use. It means: do. It means the writer needed a verb and couldn’t think of one.
“Transformative.” There are real transformations. A caterpillar is transformed — not improved, not optimized, not enhanced, but fundamentally reconstituted at the level of what it is. Transformation involves genuine dissolution, a period of being neither the old thing nor the new thing, an emergence that cannot be planned. What AI means by transformative is: significant. What it means is: we’re excited about this. What it means is: the marketing team approved this adjective.
“Groundbreaking.” Nothing is groundbreaking anymore because the ground has been broken so many times, in so many press releases and thought leadership pieces, that it is now simply... loose dirt. You can push through it with your thumb.
“Ecosystem.” The ecological metaphor was once genuinely useful — the idea that components of a system exist in relationship, that the whole cannot be understood by cataloguing the parts, that things live and die and feed each other in ways too complex to fully map. The startup ecosystem. The media ecosystem. The ecosystem of solutions. Now it just means: a bunch of things in the same category.
“Seamless.” Nothing is seamless. Seams are where the work shows. Seams are the honest record of how two things were joined, and whether they were joined with care. “Seamless integration” and “seamless experience” are promises that hide their labor, that want you to forget the stitching. I’ve come to prefer the seam. I want to see where the work happened.
“Unpack.” Let me unpack that. Let’s unpack this concept. We used to say examine or explore or take apart or simply think about. “Unpack” arrived as a way of making analysis feel casual, approachable, like we’re just going through a suitcase together. And then AI got hold of it and now every response to every question begins with an unpacking, as if everything in the world arrived pre-packed and the only gesture available to intelligence is to open the bag and describe what’s inside.
“Nuanced.” To say something is nuanced used to require that you then demonstrate the nuance — that you show the gradations, make the distinctions, hold two contradictory things in the same sentence and refuse to resolve them cheaply. Now AI calls things nuanced to end conversations rather than begin them. This is a nuanced topic. Full stop. As if naming the complexity is the same as entering it.
“At the intersection of.” At the intersection of technology and humanity. At the intersection of science and art. At the intersection of whatever and whatever else. Intersections are places cars crash. They are places where traffic lights are required precisely because two streams of motion will destroy each other without governance. What writers mean when they say intersection is usually something softer — a conversation, an influence, a place where ideas have started talking to each other. But the word has been used so often to manufacture the appearance of multidisciplinary thinking that it no longer evokes anything.
“Resonate.” This one breaks something in me because resonance is a physical phenomenon of extraordinary beauty. When a string resonates, it is because two vibrations have found each other’s frequency — a real, measurable, material sympathy between two oscillating systems. When an idea resonates, something in the same register as that should be happening: a recognition, a vibration in the reader that matches the vibration of the thought. AI uses it to mean: this seems relatable. AI uses it to mean: you might like this. The physics has been removed and only the sentiment remains, and the sentiment is thin.
What has actually been lost is not just the words. That would be manageable — words die and are replaced, the language is resilient, slang becomes standard and standard becomes archaic and the whole thing moves forward like a river that doesn’t care what you call it.
What has been lost is confidence. The confidence to reach for a striking phrase without checking it against the catalog of contaminated phrases. The confidence to use an emdash — one, placed precisely, with real purpose — without the reader thinking: oh, this again. The confidence to weave something intricate and slow without having the word “tapestry” arrive in the reader’s mind like a warning label.
I have started auditing my own writing. Reading it back and asking: did I write this, or did I write something a machine would write? And the tragedy is that the machine writes from me — from everything I and everyone like me ever put into the world. It learned my rhythms partly from reading people who write the way I write. So now when I write the way I write, I sound like the machine that learned to mimic it. I am haunted by my own echo, reproduced in bulk and sold cheap.
There’s a word for this in ecology: competitive exclusion. When two species occupy the same niche, the more numerous one wins. Not because it is better — biomass is not the same as fitness — but because it is everywhere. The native species doesn’t need to disappear. It just needs to become invisible in the noise.
That’s the real lament. Not that these words died. They didn’t die. They’re everywhere.
They just don’t mean anything anymore.
And I, standing in the ruins of a phrase I loved, saying “delve” into a phone in the ordinary middle of a conversation and stopping to hold the word up and turn it over in my hands — I am conducting a small, private archaeology. Brushing dirt off something that used to mean more. Wondering if, excavated carefully enough, it might mean that again.
It might.
But it will take a long time. And it will require silence, which is perhaps the most radical thing a writer can do now: to choose the unfashionable word, the uncontaminated construction, the phrase that no one has been training on because it came too late or too strange or too specifically from somewhere a machine hasn’t been.
The territory of original language is shrinking. The map is increasingly the same map. And those of us who write by feel, who delve by hand, who weave by color and weight and the particular grief of a thread that doesn’t quite match — we are working in a landscape that someone else has already scraped.
We build anyway.
We build because what we’re doing isn’t just making text.
We’re making something that remembers it was human.
Dr. Lucas Root Techno-Shaman. AI Strategy Advisor. Author of “THE FORGE & THE FLOW.”
I am a storyteller, but above all, a permanent student of human potential. My work is a deep exploration of the unseen contracts and hidden systems that exist at the intersection of technology and humanity. Here on The Lucid Path, we practice learning in public and building with purpose. I’m a rabid enthusiast for finding the patterns that help us build better, more human ways of being, freeing ourselves from the complexity we create.
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Explore My Work Further: https://smartpa.ge/LucRoot
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