Steve R

Army Veteran, plumber, husband, and lover of all things Montana

[Brian Roemmele @BrianRoemmele]

The Great Inversion: AI Is Quietly Draining the Public Internet of Thought

Something profound is happening to the Internet, and almost no one is naming it clearly.

I have been cataloging it of the last 4 years.

For decades, the web’s most valuable resource wasn’t bandwidth or servers. It was the messy, public give-and-take of human questions and answers.

I was a Top Writer on Quora for nearly a decade as well as a massive pre-crazy Wikipedia contributor — I lived in the space of that give and take.

Someone would hit a wall, open a forum, type out the problem, and a conversation would form. Ideas were stress-tested in the open. Nuance appeared. Dead ends were marked. Better questions got refined in real time. That entire process — the friction, the disagreement, the collective thinking — was left behind as searchable, linkable, durable public knowledge.

That flow has reversed.

The same questions, the same moments of curiosity or confusion, are now more routed into private AI interfaces. A person opens a chat window, types the prompt, receives the output, and the entire exchange vanishes into a closed ecosystem.

The assumption we must make (because it is true) is that the AI company stores both the prompt and the response. The thinking that once would have become part of the shared human record is instead locked inside a corporate training silo.

This is not a minor shift in user behavior. It is an inversion of the Internet’s original knowledge architecture.

Public discourse is being systematically stripped of its higher-signal material. As the internet’s data gets more and more noisy in a very really way it is growing quiet.

The questions that used to generate the richest threads the ones that forced people to clarify assumptions, admit uncertainty, or synthesize across domains are the ones most efficiently answered by AI. What remains on the open web is increasingly the residual: lower-effort posts, performative arguments, recycled takes, and the questions that still feel too social or too ambiguous for a model.

AI then trains on that thinning residue, while the better thinking is captured privately and never returns to the commons.

The result is a strange feedback loop. The public Internet becomes less thoughtful precisely because the thoughtful interactions have been privatized. And the models, trained more and more on what is left behind, risk becoming increasingly fluent in the lesser exchanges that now dominate the surface.

This is not the usual complaint about “AI is making people dumber” or “forums are dying.” Those are symptoms. The deeper phenomenon is structural: the migration of human cognitive surplus from a public knowledge commons into private, non-reciprocal data reservoirs.

The Internet is no longer primarily a place where thinking is externalized and shared. It is becoming a place where thinking is extracted and contained.

The novelty of this observation is that it reframes the problem away from content moderation, engagement algorithms, or even AI capability. The core issue is architectural. We have inverted the direction of knowledge flow. What once leaked outward into a shared substrate now drains inward into silos that do not, by default, give back.

The long-term consequences are massive under-discussed as not noticed.

How does a civilization maintain a high-quality public epistemic environment when its best questions are no longer asked in public? What happens to the training data of future models when the richest human reasoning is locked behind commercial walls? And what cultural muscles atrophy when the habit of thinking out loud, in front of others, becomes rarer?

This is the silent inversion of the Internet. The data once destined for the commons is now shunted into AI. The thoughtful exchanges are disappearing from the surface, and the models are learning from what remains.

That is the novel dynamic. Everything else is downstream of it.

[Steve R @PandemoniumMT]

"The Wall of Fire"
Amazing folks! If you aren't here, you're missing out.

[Steve R @PandemoniumMT]

And a video of the Redbull chopper doing a loop. Still so wild!
#yellowstoneairshow

[Steve R @PandemoniumMT]

I will never get over seeing this Redbull chopper upside down.
#yellowstoneairshow

[M2 @Amer1can_Barbie]

Good morning 😃

[Steve R @PandemoniumMT]

@ItIsHoeMath You are correct. Montana isn't safe from the craziness either. We have pride parades in Bozeman. It's disgusting that nowhere is free of the debauchery.

[Ted Nugent @TedNugent]

there is no real “moderate Muslim” when imams in America are openly calling for “Death to America” and a Muslim caliphate on U.S. soil.

Islam, in its doctrinal and political form, rejects the core Western principles of free speech, equal rights, and secular law & contrasts with America’s foundation of liberty and limited government, stating that a system built on submission and supremacy cannot coexist with one built on individual freedom.
Clearly a long-standing position that cultural and ideological differences should not be ignored. These are not fringeviews but issues rooted in the religion’s teachings and visible in public calls from certain religious leaders.

A direct and unapologetic assessment of the dangerous conflict between Islamic doctrine and Western values.

[Montane Messenger Missoula Montana Western Divide @theSOURCE406]

Go on then, go to town… but I can’t even stand a locked gate at a trailhead parking lot. All I know is public land ain’t much public if the only way to get to it is spendin’ days and weeks walkin’ dozens of miles, just to get to it.

And while you’re at it, explain how allowin’ the cuttin’ of tens of millions of board feet of lumber somehow ain’t gonna knock that $75 price tag down a nice bit on them 4x8 sheets of plywood I looked at last weekend at the lumber yard

[Steve R @PandemoniumMT]

Truth! Great post.

[Jason Wilde @JasonWilde108]

My friend Ben Davidson isn't warning about some way off space age scenario in the future.

He is warning about changes that are already happening.

Earth’s magnetic field has weakened. The magnetic poles are moving. The South Atlantic Anomaly is expanding. Solar storms have already damaged satellites, disrupted communications and pushed electrical systems toward failure.

Davidson believes these are not rare and isolated events...they are pieces of a much bigger cycle building toward a dangerous window between 2040 and 2060.

He is talking about Earth’s magnetic protection becoming weaker while the Sun remains capable of throwing enormous amounts of charged material directly at us.

We have built an entire civilization on satellites, GPS, banking networks, electrical grids, communications and computers...and all of it depends on a stable technological environment.

Take away the power for long enough and everything halts .. like completely!

People seem to pass by Davidson because scenario scares the bejesus out of them.

Its way way easier to call him a nutter than to admit that our civilization is fragile as hell and almost completely unprepared for a severe geomagnetic event.

He has spent years connecting the Sun, Earth’s magnetic field and the planet’s history of catastrophe while everyone else studies each piece separately. His exact mechanism is a little controversial, but the crazy danger he is pointing toward is very very real.

Laugh at him all you want...I'm not...but when the shield is weakening and the Sun is capable of shutting down the world we built, ignoring the warning is stupidity.

Follow him @SunWeatherMan

[Steve R @PandemoniumMT]

@2eyesofgreen @Matt_Bracken48 I love that book, well the whole series. That first read turned me into a prepper.

[Steve R @PandemoniumMT]

@Matt_Bracken48 Two weeks? Bro, you've got about two days. Stay prepped, stay strapped.

[Soaring Eagle @zwinchester5]

Bozeman School District started to allow students from outside Bozeman. Who paid the price? Bozeman taxpayers. How is that even possible?

Because of the increased enrollment, they levied the taxpayers, but the taxpayers didn't know this was for out of city enrollment? I wonder how many of these students were illegals.

[Steve R @PandemoniumMT]

@thomas_garrard Your assumption is correct. -20 requires extra special daily operations. We'd be happy to have you in Jul/Aug, it only snows rarely in those months.

[Steve R @PandemoniumMT]

@AdrianAnnMiller If that is true then laws are being broken and you should contact your local Sheriffs office.

[Steve R @PandemoniumMT]

Yet another reason why I'm never leaving Montana. Private businesses can allow Flock(and others) on their property (ahem, Lowe's! ) but I have the right not to shop there. My state protects me from government observation. God Bless Montana!

[Montanans for Limited Government @mt4ltdgov]

@FrontierMontana weighs in on laws protecting Montana residents from government surveillance.

https://t.co/BlAywvEUHT

[Steve R @PandemoniumMT]

@stew_hosk I lived in Cut Bank too! From 95-97. Cold as fuck there! But an incredibly unique beauty.

[Steve R @PandemoniumMT]

@AdrianAnnMiller We do, a very limited number, in the cities, at businesses that support flock. Of course they're collecting your data. So don't shop at those locations and you'll avoid the tracking in Montana. https://t.co/XR0l73LfJK has been doing an excellent job locating Flock. Knowledge!

[Austin Knudsen @MTAGKnudsen]

Kudos to Gallatin Co Judge Andrew Breuner for rejecting CA Audrey Cromwell’s horrendous plea deal.
Judge Breuner is to be commended for his courage. County Attorney Cromwell should be sent packing for her cowardice and laziness.
https://t.co/lmj0aSzoMv

[Steve R @PandemoniumMT]

@Oilfield_Rando Isnt it funny that it's the rich fuckers that can afford the best health care out of pocket that tend to support free Healthcare for all? So out of touch...

[Sama Hoole @SamaHoole]

Your stomach runs at pH 1.5, acid that strips flesh and kills what lives in rotting meat. A lion is nearer 3.6. You are closer to a vulture than to any ape alive.

You have no rumen, no cud, nowhere to park grass for two days while bacteria take it apart.

Your colon is short and quiet. A chimp's is a fermentation vat and he chews six hours a day to keep it running.

Sixty per cent of your gut is small intestine, where fat and protein go in. Sixty per cent of his is colon, where plants get fermented.

Your gut shrank to pay for your brain: sixty per cent fat, a fifth of your energy at rest, the most expensive organ any animal has ever run on leaves and never could.

You cannot make B12, no plant makes it either, and running out strips the insulation off your nerves for good.

You cannot make creatine in the amounts your muscle and brain want. That comes out of red meat.

You convert plant omega-3 to DHA at about one per cent, and DHA is the substance your retina and grey matter are physically built from.

You cannot trust beta-carotene for vitamin A. Millions carry a variant that wrecks the conversion and go their whole lives never knowing.

You take iron from meat at fifteen to thirty-five per cent through a receptor built for the version wrapped in blood. From spinach, about two.

Your teeth have no grinding plates and your jaw will not swing sideways like a cow's.

Your eyes face forward. That is what a hunter is given. A prey animal never gets it.

Acid built to dissolve carcasses, a gut too short to ferment a plant, and a brain too expensive to run on one.

Everything in your biology is screaming at you to eat meat.

And you insist on a kale smoothie and a tablet.