▲ 17 r/BypassAiDetect+1 crossposts

Ran my article through Grammarly. Nobody read it. They just argued whether it was AI.

Backstory, short version. I wrote an article, ran it through Grammarly for basic spelling/grammar cleanup like literally every writer does, and clicked publish. The responses that followed weren't about the content. At all. Not one person disagreed with a claim or pointed out a flaw. The entire discussion was people confidently declaring "this is AI".

What was sad is that I received more people accusing me of using AI than actual views, almost 5 to 1. By the end, I honestly don't think people were reading the article, just people saying the same thing over and over again. I could have copied and pasted the words "glue"  or "paste" through the whole thing and I would have gotten the same response.

Anyway, that sent me down a rabbit hole into how AI detection actually works, and the numbers are worse than the "vibes-based" internet discourse suggests:

  • Stanford tested seven commonly used AI detectors against real human-written essays (TOEFL essays from English speakers specifically). Average false positive rate: 61.3%. One detector flagged 97.8% of human essays as AI-generated.
  • OpenAI shut down its own AI-text classifier in 2023 because it only correctly identified AI writing 26% of the time, while still incorrectly flagging real human writing.
  • The reason is equally ridiculous. These detectors measure "perplexity" and "burstiness". Basically, how predictable and how varied your sentence structure is. Write cleanly and consistently (i.e., competently), and you trip the same signals as AI-generated text. The tools are structurally biased against good writing, not built to detect AI specifically.

This isn't hypothetical. Earlier this year, a New York Times "Modern Love" writer got publicly accused of secretly using AI. The evidence people cited? Parallel sentence structure, appropriate use of vocabulary, using metaphor instead of simile, and rule-of-three constructions. These are rhetorical techniques that have existed since Aristotle, and that she had reportedly been using in that column for two decades. When interviewed about the response, she basically said, "I'm just a technically skilled writer, that's it."

By the way, for the record, parallel sentence structure, appropriate use of vocabulary, using metaphor instead of simile, and rule-of-three constructions is exactly what we are taught in English Composition 102 and Methodology 301 classes in college. It's also required by the AP Stylebook, and in most journalistic and expositive writing. Well, at least it has been for the 30 plus years I have been writing.

My take, which I expanded into a full piece, "that sounds like AI" has become a way to dismiss writing without engaging with it. Zero evidence required, zero burden of proof, zero actual argument. It's functionally a thought-terminating cliché. And it's spreading precisely because it costs the accuser nothing.

I write about this in a lot more detail — the detection science, the New York Times story, and why this accusation shows up disproportionately from people who never actually address the substance of what they're reading — in a piece called "That Sounds Like AI: The Last Refuge of the Intellectually Insolvent." I included the link if anyone is interested.

Curious if others here have run into this. Genuinely asking, not just plugging the article. Has "sounds like AI" replaced actual critique in your experience too?

By the way, I might have said some things in my piece that weren't necessarily nice or politically correct.

medium.com
u/TheMondayAfter — 2 days ago

62% of Lumbee voters said no to a casino amendment. Turns out almost nobody who benefits from the 'no' had to lift a finger.

137 years to win the right. Six weeks to vote it back away.

That's the version of this story nobody's saying out loud yet.

On June 23, the Lumbee Tribe voted down the constitutional amendment that would've cleared the path to a casino on I-95. 62% said no. Fewer than one in six eligible members even voted.

Everyone's arguing about whether this was a vote against gaming. It wasn't, really. It was a vote against trusting four people with a compact-negotiation pen, and a fair number of people who voted no actually support the casino.

Here's what almost nobody's saying: That "no" didn't just stop a casino. It defaulted the tribe back to a referendum threshold requiring 30% of every eligible voter, not 30% of who shows up. We just watched, in real time, what turnout looks like when it matters. That bar isn't a safeguard anymore. It's a wall.

And the land deal, $3.2M flipped to $6.8M in six days, routed through a lobbyist's address, deserved every bit of scrutiny it got. Voting no didn't answer a single question about it. It just delayed the deadline by which someone has to.

Meanwhile: Kings Mountain opens its full resort in spring 2027. Cherokee's thirty-year head start just got eighteen more months to compound. Nobody at Caesars or the Eastern Band had to spend a dollar opposing this. Our own accountability problem did that work for them. For free.

We spent 137 years fighting to not need anybody's permission. Six weeks ago, we voted ourselves back into needing it. Columbia's governor's race, Kings Mountain's construction schedule, our own chairman's 18-month silence.

I wrote the long version because "62% voted no" doesn't answer any of that. Full piece is live at 5:30AM EST. Read it before your next argument about this in the comments.

open.substack.com
u/TheMondayAfter — 9 days ago
▲ 22 r/Wilmington+1 crossposts

Beaufort Grocery Co. might be the most underrated fine dining spot in NC — a night with a 2016 Promontory Cab and the Double Cut Pork Chop that I'm still thinking about.

Beaufort Grocery Co. has been one of the Crystal Coast's most celebrated fine dining destinations since Charles Park opened it in 1991. A Culinary Institute of America graduate who decided a small historic town deserved something extraordinary. What happens when you bring the right person to the right table, open a bottle of 2016 Promontory Cabernet Sauvignon, and stop pretending the evening is anything other than what it is? That's the question this piece answers.

This isn't a restaurant review. It's a case study in what dinner is supposed to feel like when both people are genuinely present. Not managing expectations or performing ease, but actually there. The Double Cut Pork Chop stuffed with Fontina and pesto, the pan-seared flounder plated like someone cared, the saganaki lit tableside, and a wine that didn't ask permission before it opened something up. Beaufort Grocery has always been that kind of place. Some evenings just finally catch up to it.

open.substack.com
u/TheMondayAfter — 10 days ago
▲ 257 r/Fostercare+1 crossposts

ASFA's 15/22-month permanency rule has a 74% non-compliance rate across states. Here's what that's actually costing kids.

Foster care adoptions in the United States fell to 46,935 in fiscal year 2024, the lowest level since 1999 and a decline of more than twenty-six percent since 2019, even as 34,817 children who had already been legally freed for adoption remained in the system without a permanent home. The decline is not isolated to one category — total children in foster care have fallen for six consecutive years, reunification rates have dropped below fifty percent, and seventy-four percent of states are missing the twelve-to-twenty-four-month permanency benchmark established by the Adoption and Safe Families Act of 1997. Behind those numbers are documented, named cases on both sides of the ideological divide: children who died in foster placements after years of documented agency failures, and children who died after being returned to or kept with biological or kinship caregivers despite repeated warning signs that were not acted on.

themondayafter2025.substack.com
u/TheMondayAfter — 12 days ago

She's on GTL. Your Girlfriend Knows What That Means.

Wrote another entry in my prison pen pal series. The subject is Christina Hazlett, 31, serving 16 years at the Ohio Reformatory for Women for involuntary manslaughter, permitting drug abuse, and child endangerment — eligible to file for release in December 2026. The piece uses her profile as a lens on accountability asymmetry in modern dating. There's also a running subplot about Chuck's girlfriend that pays off at the end. Not a legal analysis — this is cultural criticism. Full piece linked.

themondayafter2025.substack.com
u/TheMondayAfter — 14 days ago