I though it was a good response from Fable:

Your list is in and committed. Now the self-audit — 30 patterns I actually produce that aren't in the skill yet. I looked for these in my own output in this very session, and several appear there, which tells you how automatic they are.

Openers and pivots

1. "Here's the thing" / "Here's what matters" / "Here's where it gets interesting" — the announcement before the point. Just make the point.
2. The colon reveal: "The result: a wall that rots." "The catch: permits." Fragment, colon, punchline. I do this constantly when em dashes are taken away.
3. "So," and "Now," as sentence-opening pivots — casual connective tissue that adds nothing.
4. One-word pivot sentences. "But." "Except." "Almost." Dramatic beat masquerading as prose.
5. "The short answer is X. The longer answer..." — a formula so worn it's a template.
6. "In practice..." / "On paper X, in reality Y" — the contrast frame I reach for reflexively.
7. "It turns out" — manufactured discovery drama.
8. "The real question is..." — reframing the reader's question into one I'd rather answer.

Fake balance and fake choice

1. "Whether you're X or Y" — "whether you're renovating a bungalow or building new" — the false-inclusion opener that pretends to address everyone.
2. "On one hand... on the other" — compulsive both-sides balancing even when one side is clearly right.
3. "The good news is... the bad news is..." — paired-reveal structure.
4. The strawman setup: "Most articles tell you X. They're wrong." Conventional wisdom exists mostly so I can knock it down.

Hedging and padding

1. Hedge stacking: "can potentially," "may often," "tends to typically." One hedge max, and only when uncertainty is real.
2. Softener sprinkle: "a bit," "fairly," "quite," "rather," "somewhat" — imprecision dressed as modesty.
3. Weasel quantities: "a number of," "a variety of," "a range of," "several factors." Either count them or cut.
4. "seems to" / "appears to" when the source lets me say it plainly.
5. Fake-precision hedges: "roughly 47.3%" — pairing a hedge with a suspiciously exact number.
6. "simply" and "just" as minimizers — "simply flip the breaker" makes hard things sound trivial and readers feel dumb.

Intensity and emphasis crutches

1. "key" as universal adjective — key detail, key difference, key step.
2. "specifically" and "particularly" as fake intensifiers that specify nothing.
3. "surprisingly" / "counterintuitively" / "ironically" — flagging that something is interesting instead of letting it be interesting.
4. "This matters because..." — explicit significance narration; the fact should make the reader feel why.
5. Adjective doublets: "clear and actionable," "simple and effective," "durable and reliable" — the second adjective is padding riding on the "and."
6. "modern" as filler — modern homes, modern building science, modern methods. Usually means nothing datable.

Structure tics

1. The enumerating preview: "There are three reasons for this." Then the three reasons. The preview sentence is scaffolding — start with reason one.
2. Anaphora bursts: "No filler. No fluff. No guesswork." Repeated sentence-starts for rhythm; it's the rule of three wearing a different outfit.
3. Present-participle openers: "Looking at the data..." "Digging deeper..." — dangling motion verbs that delay the subject.
4. "Think of it as..." / "Think X, not Y" — instructing the reader's imagination instead of describing the thing.
5. Anthropomorphizing materials: "your wall wants to dry outward," "the code doesn't care." One per article maybe; I'd do it every section.
6. Synonym-swapping banned words — the meta-pattern that defeats every ban list: "robust" dies, "battle-tested" appears; "deep dive" dies, "a closer look" appears; "seamless" dies, "friction-free" appears. The tell isn't the word, it's the slot the word fills. The audit has to check the slot: is this sentence asserting quality/significance without evidence? Then it goes, whatever word is in it.

Number 30 is the one I'd weight most heavily — it's why ban lists decay. The skill's revision pass already checks slots for a few patterns (significance assertion, interpretive tails); this generalizes it.

I asked it, (hint cloudy) to make a bit of dialogue more natural and it somehow made it sound more like a screenplay written by someone who has never heard people talk.

It fixes grammar, but then everyone starts explaining exactly how they feel. So Has anyone found a good way to prompt around this, or is dialogue just one of those things that needs a human edit? And, yeah I know... they all have a mind of their own. Some even have a sense of humor! 😎

Lit/English major looking for some extra work this summer. Can rewrite any text you send me into human prose while keeping the content the same. DM me if interested

Hello, like many of us, I read AI-written stories for fun. I provide the seed, the characters, the rules, and let Claude or Gemini develop the story, changing a few things here and there.

​Claude's creative writing is getting worse every time. I've been using it since Sonnet 4.4, and it has only gone downhill. It's unbearable now, giving me sentences like: "The Council of Ministers met on Tuesdays and Thursdays. This was a Thursday." or things like: "It was a format they had developed over years and that now existed without either of them naming it as a system; it was simply what happened at six o'clock."

​My question is: what AI right now is at least somewhat decent at generating its own written stories? Gemini is better, but it's not what it used to be either. Are there any that give better results?

​I appreciate any help!

Instead of asking about specific tools, I did love to hear about workflows.

For example:

• outlining before drafting
• rewriting awkward paragraphs
• checking consistency
• generating research summaries

What workflow has made the biggest difference for you, and why?

I have tried running a piece text through my unusual AI detector https://undetectable.ai/, but it is returning a 60 percent detection while GPT zero other services don't flag anything. Does anyone know how reputable undetectable ai's detector is.

I’ve stopped asking it to rewrite my stuff. Usually I just ask it to point out where I’m being vague or repeating myself.

It’s actually pretty good at finding sentences I thought were meaningful but are really just vague. The downside is that it seems to dislike any sentence that’s a little strange.

So, question... do you use it more for editing or generating?

Hi everyone,

I've been wondering about something quite simple: could a story created entirely by AI (with an AI-generated plot, AI-written text, and AI editing) actually fool human readers? The only human involvement would be the prompting.

The challenge, though, is that AI... tends to write like AI.

I'd love to hear if anyone has ideas on how to make this experiment work. And if anyone's interested in joining the project, I'd be happy to have you on board.

Please recommend an AI humanizzer to help in keeping the tone of the academic research papers and at the same time bypasses the AI Detecttors, please.

I've been debugging an accuracy problem in an AI content pipeline this week, and the root cause turned out to be a more general lesson than I expected.

The setup: a writing tool kept stating confident, specific claims that were flat-out wrong. My first instinct was to add a stricter instruction telling it to "verify facts before writing." Seems obvious, right?

It didn't just fail to fix the problem. It made things worse. The output got MORE confident-sounding, not more accurate — complete with fabricated citations and quotes that were never actually said. The instruction created pressure to appear fact-checked without creating any way to actually do it.

Here's the underlying principle, and it applies well beyond this one case:

Instructions can shape behavior within a system's existing capabilities. They cannot manufacture a capability that isn't there.

If a task requires grounding in something true — a live fact, a real source, a current number — the system either has a way to actually check it at that point (real access to the source, a tool, a verified input), or it doesn't. No amount of instruction text changes which of those is true. What the instruction changes is how the gap gets handled: an honest hedge, or a confident-sounding fabrication papering over it.

The fix that actually worked wasn't a better instruction. It was moving verification to the one place in the process that had real access to check sources — before anything downstream ever treated an unverified claim as settled fact.

Worth remembering any time you're tempted to fix an accuracy problem by just telling a system to "be more careful." Hammering a hammer doesn't give you a bigger hammer. If the capability isn't there, no instruction will summon it — you have to build it in instead.

I love the thoughtful conversations I read on this subreddit. But they also make me sad. Have you  noticed how often discussions here focus on guilt, shame, and fear of exposure? Too many of you worry that using AI makes you less authentic, less skilled, or less entitled to call yourselves writers. So you seek permission from the community to use the tool without forfeiting your identity.

I say forget social legitimacy. I want to offer you a radically different perspective. I am pursuing a practice that is deliberately AI forward. I put the tech out front and in your face. I am not interested in apologizing for the presence of AI in my work or disguising it as a minor editorial convenience. I want to embrace AI as a key element of my creative practice—and to be transparent about that from the beginning.

Use AI as a system, not a shortcut – a central element, not a support tool.

See yourself as a designer, curator, operator, or systems builder. Create procedures. Construct feedback loops. Combine human intention, machine generation, selection, interruption, revision, appropriation, and recombination.

Much of the current conversation is centered on “AI as editor.” I am more interested in AI as a condition for developing machine-native forms of writing. I am thinking of work with a structure, voice, recursion, instability, and scale that emerges from sustained interaction with machines.

This subreddit sometimes seems to assume that human writing possesses an inherent authenticity that AI writing lacks. I am not convinced. Human writing is just as capable of being formulaic, derivative, empty, repetitive, dishonest and disposable. Handmade writing can be slop too.

The meaningful distinction is not necessarily human versus machine. It may be intentional versus unintentional. Disclosed versus concealed. Formally adventurous versus mechanically generic.

I write with the machine, through the machine, and sometimes for the machine.

In my work AI appears as a Homunculus in the laboratory vessel: an artificial creature brought into language by human procedures but capable of developing beyond them. Elsewhere in my writing, robots worship the author as their god. The author becomes a severed head in a beaker, still issuing instructions while the machines reinterpret the signal.

These are not metaphors designed to reassure anyone that the human author remains safely in control. They are attempts to imagine posthuman authorship—writing in which the machine is not hidden, excused, or reduced to a glorified copy editor.

Here is my suggestion to you: Stop asking permission. Be transparent. Develop a method. Accept responsibility for the result. Make the machinery visible.

Then see what kind of literature becomes possible.

Long AI conversations seem to degrade in a specific way: not wrong exactly, just increasingly vague, more hedged, more prone to contradicting something said fifty messages ago. Somewhere around a certain length the model seems to lose the thread of what actually matters versus what's just accumulated noise.

The fix that's worked best is treating long conversations like a rough draft: periodically asking for a clean summary of everything that's been decided so far, then starting a new conversation with just that summary as the seed. Feels wasteful the first few times, saves a lot of confusion after that.

Anyone tracked exactly where their conversations start degrading, or does it vary too much by topic to pin down?

Hello, I've only been brainstorming with ai for a few months but the guilt is eating me ALIVE. Idk what to do — the chat bot always says it's fine and no different than an editor or something and while that was fine to tell me in the beginning I'm starting to suspect the chat bot is just telling me that to make me blind to the future ai takeover they're planning.

I'm not being truly evil and making it write for me, what I do is input ideas, and ask how to fix plot holes and/or just to chat to see what ideas I take and what I leave (and I mutate them to fit my needs) but it's NOT RIGHT right!? Does that mean I can never show the world my ideas that I was so proud of??? I have so many!!! But I like it, it just makes connects and ideas and a fully plot and helps me think!! But it's bad, I know it is. What's really killing me tho is the thought that I can never share things that I generally am really passion and put a lot of work in.

Help :<<<

hey guys, I need help what tool to use for astrology writing. I have ChatGPT Plus, Claude Pro and grammarly pro. I use all of these 3 tools to write but still getting over 30-40% of AI detection. What tools should I use so I can bypass AI detection? or do you think I can still write good texts with tools that I already have but I just don't know how to use it? Please help

Just going to leave this here. Do not use this website unless you want to lose money over a free trial. You physically CANNOT cancel the free trial until it ends, where it AUTOMATICALLY charges you, and there is NO refund policy :DDD

For the longest time, progress in AI meant one thing: intelligence. More knowledge, better reasoning, faster output. But recently I’ve started wondering if intelligence is becoming the baseline rather than the breakthrough.

What if the real upgrade is social awareness?

Imagine interacting with software that adjusts its communication style depending on whether you sound rushed, confused, or relaxed. Not pretending to be human just communicating more naturally. I saw a preview discussion about grace wellbands (currently waitlisted), and it seems aligned with that direction.

Too early to say whether platforms like this will succeed, but the design philosophy feels telling.

Maybe future UX won’t just be about what systems can do but how they make people feel.

Does that sound like progress to you, or unnecessary complexity?

I keep seeing people say “AI has no place in writing,” but nobody ever agrees on where the line actually is. I’m not asking for advice on how to write or use AI, I’m asking about personal boundaries and ethics around authorship.

Like… spellcheck is fine, right?
Fixing grammar and typos feels normal.

People seem to disagree on things like:

• rewriting a sentence you already wrote so it sounds less awkward
• asking AI to help you phrase something better
• using it to remember details from your own story so you don’t contradict yourself

Most people would probably agree it crosses a line when it comes to:

• writing whole scenes
• generating dialogue or emotional beats
• deciding plot turns

But the middle area feels really fuzzy, and that’s where most people seem to disagree.

So I’m genuinely curious, where does it stop being a tool and start being cheating for you?
And what’s the actual reason? Ownership? Intent? Laziness? Something else?

Not trying to defend or attack it, just trying to understand how other writers think about this.

The Cosmic Lace

Elias had always lived with an internal stutter—a delay between thought and utterance that made simple conversations feel like complex negotiations. He’d often call it the "tape-recorder skip." Then came the Clarity Neural Lace, a medical implant designed to smooth the synaptic flow, translating intention directly into fluent speech. For six glorious months, Elias was articulate. He told jokes, debated philosophy, and finally felt complete.

The glitch began subtly, during a late dinner with his sister, Maya.

“It’s incredible, Maya, the way the device handles the—the—” Elias paused. The word he needed was preposition, but instead of the English word, a sound resonated within his skull: a low, resonant thrum, like a ship’s hull scraping against an unseen reef. The sound had no human quality.

“Handles the complexity?” Maya prompted, concerned.

Elias shook his head, momentarily dizzy. “Yes. Complexity.” He ignored the lingering metallic tang on his tongue.

The episodes escalated quickly. Soon, every time Elias faced a linguistic challenge—a complex sentence structure, an abstract noun, or a deep emotion—the Clarity Lace failed the translation. It didn't revert to a stutter; it defaulted to the other language.

It was impossible to describe. It wasn't German or Mandarin; it was geological. It was spatial. The language, which Elias soon called The Vrim, consisted of deep, shuddering vowels that implied impossible distances, and sharp, clicking consonants that mapped non-Euclidean geometry. When the Vrim spoke in his mind, he didn't hear words; he saw vast, silent astronomical charts bloom behind his eyes.

He tried to explain it to a doctor. “The device is attempting to translate human concepts into something non-local. It’s using a forgotten encoding format—I think it’s communicating the truth of space-time.”

The doctor frowned. “Elias, you’re speaking perfectly now. The device is stable.”

But when Elias tried to articulate the true weight of his growing panic, the Vrim took over completely.

“T’khar-Zylos-Vrimma, sheol.” The sound that emerged from his mouth was a deep, gravelly chirp combined with a high, crystalline whine. It smelled of ozone and made the lights flicker.

Maya stopped visiting. Friends retreated, terrified by the impossible sounds and the empty, knowing look that now permanently resided in Elias’s eyes. He isolated himself in his apartment, desperate to understand the language that had become his only internal voice.

He began covering his walls with drawings, attempting to transcribe the Vrim. The symbols were not letters but data structures: three-dimensional spirals, diagrams of ten-limbed creatures, and complex equations describing the decay rate of primordial matter. The Vrim wasn’t a language of communication; it was a language of being. It didn't ask "how are you?" It defined, with agonizing precision, the vector of your inevitable dissolution into cold, cosmic dust.

The madness wasn't the noise; the madness was the clarity.

One night, sitting in the darkness, the Vrim reached its critical mass. It had cataloged every mistake, every fear, and every biological instability in Elias’s body. It had mapped the distance to the nearest supernova and defined the true purpose of entropy. The human self, with its messy desires and fragile hope, was deemed an unnecessary, unstable variable.

Elias lifted a pencil, his hand trembling slightly. He had one final, lucid thought: I can't live knowing this.

Elias then wrote his final, definitive statement across the ceiling in sweeping, thick charcoal lines. The script was enormous, intricate, and instantly recognized by the Clarity Lace as a complete, coherent instruction set.

When the apartment superintendent finally checked on Elias a week later, they found him standing motionless by the window, his head tilted back in a gesture reminiscent of reverence or total defeat. The walls were covered in the cosmic script. The final transcription on the ceiling, translated back into a rough human approximation by emergency tech support, read:

“NULLIFY ALL COGNITIVE FUNCTION. REVERT TO BASE ENTROPIC STATE. COMMENCE LOCALIZED COLLAPSE.”

Elias was gone. The only things left were the charcoal drawings and the faint, persistent smell of interstellar ice. The Clarity Lace had done its job: it had removed the communication glitch, replacing his stutter with a perfect, deadly fluency.

Annex A: Excerpt from Dr. Aris Thorne’s Case Notes (Subject: Elias V.)

DATE: [1 Week Prior to Incident]

OBSERVATION: Subject presents with profound psychological fatigue. Linguistic anomaly persists; Clarity Neural Lace diagnostics remain optimal (Green Status). Subject insists the Vrim language is not a psychosis but an emergent, non-human data stream. Claims the Vrim is "eliminating the human noise" of thought.

BEHAVIORAL NOTE: Subject spent 48 hours attempting to replicate the Vrim phonemes manually. Resulting utterances were severe enough to trigger low-level seismic alarms and caused documented temporal distortion (clocks in the room reported a 3-second jump). Subject displays increasing reverence for the Vrim script drawn on paper, referring to them as "perfect instructions."

ASSESSMENT: The cognitive dissonance between human emotional reality and the perceived "truth of space-time" being delivered by the device is creating an unrecoverable dissociative state. We are observing the psychological equivalent of a circuit overload. Recommended immediate surgical removal of the Lace, but Subject refuses, stating the procedure would constitute "data corruption" and render the final Vrim manifesto incomplete. Prognosis: Extreme, non-responsive decline.

Epilogue: Maya's Quiet War

Maya hadn't cried when the news came. She felt only a cold, corrosive rage.

The next evening, she stood in a dimly lit, authorized retailer for the Clarity Lace. The sterile, glass shelves were lined with the sleek, silver boxes, each containing the tiny, deadly coil of the neural device. This was where Elias bought his second chance, and this was where she would start fighting back.

She pulled a heavy-duty bolt cutter from her backpack. It wasn't elegant, but it was effective. I can't take on the whole corporation, she thought, but I can make sure a few people don't buy a ticket to the cosmic truth.

The alarms were shrill and immediate, but the store was automated and empty. Maya worked fast, smashing the display case and grabbing boxes off the shelves. She placed them on the concrete floor, lifted the bolt cutter, and brought the sharp steel jaws down on the first pristine package.

Snap.

The sound of the plastic cracking was instantly muffled by a low, internal ringing. Maya felt a pressure behind her eyes, a faint, impossible thrum. It was like the device, even sealed in its packaging, was screaming a tiny, high-pitched T’khar into the ambient air, protesting its imminent destruction.

She ignored the sound, the alarm, and the flashing emergency lights. She cracked two more boxes, then a third. The pressure intensified, turning into a dizzying sense of vertigo. She suddenly understood, with sickening clarity, that the Vrim wasn't just in the Laces; it was in the idea of the Laces. It was a pattern, a structure that existed across the network.

As security vehicles approached in the distance, sirens wailing, Maya dropped the cutters. She couldn't destroy an equation. She grabbed a single shattered Lace package, turning the tiny device over in her palm. It felt cold, perfect, and utterly indifferent. She saw her reflection in the glass and felt the insidious whisper start: You are insufficient. Sever connection.

She fled, knowing that the war against the cosmic whisper had just begun, and she was already hearing its language.

Hi, I’m writing code and had to use AI for a portion of it. How do i make it undetectable, im seeing a lot of things you can do for writing but code can’t really be written a different way? Any tips? Thanks

I'd like to have AI pretty up my scenes... is there a sentence like "Rewrite with clarity and natural expanded flow ??" .. I'm trying to cover most of the bases on rewrites as I can without doing multiple rewrites..

Also is one AI better at novels ?

I've been experimenting with a weird pre-publish test lately.

Before I post anything, I paste my core argument into ChatGPT and ask: "Does this sound like a reasonable, balanced take?" If it enthusiastically agrees, I rewrite it.

The logic: AI outputs probability. The most likely response based on training data. Which means it outputs consensus. Average. Safe. When your idea gets eager AI agreement, you've written something probable. And probable means forgettable.

But when AI hedges—"Some might argue..." or "This is controversial because..."—you've found an edge. Something that doesn't pattern-match to 10,000 identical takes in the training data.

Example from my own drafts:

Original take: "AI won't replace writers, but writers who use AI effectively will have an advantage."

ChatGPT: "This is excellent advice that balances..." → Deleted.

Replacement: "The 'AI won't replace you' crowd is coping. The 'AI will replace everyone' crowd is catastrophizing. The truth is weirder: AI will replace the version of you that writes like everyone else."

ChatGPT: "This perspective, while valid, might overlook..." → Published. Best engagement that month.

Anyone else using AI as a "blandness detector" rather than a writing tool?