The Compression Algorithm

Pornification as a lossy compression algorithm applied to human experience. The core framework for understanding what happens when we strip process from product.

The Compression Algorithm

Porn is a lossy compression algorithm.

I don’t mean that metaphorically. I mean it in the precise, technical sense. A lossy compression algorithm takes a rich signal — an image, a song, a video — and strips out the information your brain is least likely to miss. You get a smaller file. You lose fidelity. And if you compress hard enough, you lose the thing entirely. What you’re left with is an artifact that resembles the original but contains almost none of its substance.

That’s exactly what pornography does to sex. It takes one of the most complex human experiences — one that involves vulnerability, trust, awkwardness, negotiation, humor, smell, the weird thing someone does with their left hand, the silence afterward — and strips it down to a series of climaxes. There is no setup. There is no buildup. There is no connection. There is exclusively the product.

And here’s what I want you to sit with: this isn’t just what porn does to sex. This is a pattern. It’s a compression algorithm that we are applying to everything.


The Pattern

Once you see it, you can’t unsee it. The formula is dead simple:

  1. Identify the peak experience in any domain — the climax, the payoff, the dopamine hit.
  2. Strip away everything that isn’t the peak.
  3. Serve the peak on repeat, faster and faster.
  4. Watch people consume it compulsively while becoming progressively more numb to it.

Food porn. You scroll through Instagram and see a perfectly styled wagyu steak with the cross-section exposed, cheese dripping in slow motion, a chocolate lava cake cracked open at the exact right moment. There is no grocery shopping. There is no prep. There is no burning your finger on the pan or realizing you’re out of salt. There is no sitting down with someone you care about and eating together. There is exclusively the money shot of food.

Travel porn. The perfect sunset over Santorini. The infinity pool. The drone shot of the rice terraces. There is no twelve-hour flight with a screaming toddler behind you. There is no getting lost in a city where you don’t speak the language. There is no slow afternoon in a café where you watch locals argue about nothing and somehow understand something fundamental about how people live. There is exclusively the postcard.

Productivity porn. The perfectly organized Notion dashboard. The morning routine video. The “I wake up at 4am” aesthetic. There is no staring at a blank screen for two hours. There is no shitty first draft. There is no deleting everything and starting over because you realized your whole approach was wrong. There is exclusively the aesthetic of output.

Every single one of these follows the same compression: take the rich, messy, processful experience and deliver only the climax.


Not All Compression Is Corruption

Now here’s where I have to be careful, because the framework I just laid out has a dangerous flaw: it sounds like all compression is bad. It’s not. And getting this wrong turns the whole argument into Luddite nostalgia.

A haiku compresses the entire experience of autumn into seventeen syllables. A great metaphor compresses a complex truth into a single image. A price signal compresses the distributed knowledge of millions of producers and consumers — their local conditions, their individual needs, their private calculations — into a single number that coordinates behavior without anyone needing to understand the whole system. These are all compressions. And they’re all magnificent.

The difference is direction. Some compression opens things up. A haiku doesn’t close the door on autumn — it throws it wide open. You read it and you’re pulled into your own memory, your own sensory experience, your own participation with the season. The compression is an invitation. It reduces the signal but expands the engagement. You bring more to a haiku than it brings to you.

Other compression closes things down. A food photo doesn’t invite you to cook — it substitutes for cooking. A highlight reel doesn’t invite you to travel — it substitutes for travel. The compression is a terminus. It reduces the signal and contracts your engagement. There is nothing to bring. The consumption is complete.

The first kind preserves diversity — it says, “here’s a signal, go make of it what you will.” The second standardizes — it says, “here is the experience, pre-digested, one-size-fits-all.” It’s the substitution of spectacle for discovery.

Three entirely independent frameworks converge on the same structural distinction:

Good compression preserves the diversity of what you can do with it. Bad compression standardizes everything into the same dead end. Good compression scaffolds future action — a tutorial that sends you to your editor, a map that sends you into the territory. Bad compression replaces action — you watch the tutorial instead of building, you browse the map instead of exploring. Good compression invites your participation — the haiku that opens into your own memory. Bad compression substitutes for it — the highlight reel that feels like enough.

Preserve diversity. Scaffold action. Invite participation. Versus: standardize ends, replace action, substitute for participation. That’s not three different arguments. That’s the same argument arriving from three different directions. And when independent frameworks converge like that, you should pay attention.


The Cost Is Always the Same

Here’s the thing about lossy compression in the technical sense: it’s not free. When you compress a JPEG too aggressively, you get artifacts — those weird blocky smudges where the image breaks down. The algorithm tried to throw away what “doesn’t matter,” but it turns out it all matters. The subtle gradients, the fine detail, the texture — that’s where the richness lives.

The same thing happens when you pornify experience. You get artifacts. And the artifacts look like this:

Numbing. The first time you see a spectacular sunset photo, you feel something. The thousandth time, you feel nothing. But it’s not just tolerance — there’s a mechanism here. Your brain is a prediction machine. It’s constantly calibrating what counts as a “real” signal versus background noise. When you flood it with hyper-edited, perfectly lit, algorithmically optimized content, your prediction engine starts treating that as the baseline. Real life — with its awkward lighting, its imperfect pacing, its unedited silences — gets classified as low-fidelity. Noise. Your own lived experience starts feeling like a bad stream of a good show. Reality hasn’t changed. Your threshold for what registers as real has.

Inability to engage with the uncompressed version. This is the one that scares me. When you’ve been consuming food porn for long enough, actually cooking a meal feels intolerably slow. When you’ve been consuming travel porn, the actual experience of travel — with its boredom and discomfort and logistics — feels like a failure because it doesn’t match the compressed version. When you’ve been consuming productivity porn, the actual process of doing deep work — messy, uncertain, with long stretches of nothing happening — feels wrong. You’ve been trained to expect only climaxes. The setup feels like a bug, not a feature.

Malnourishment. If your whole food intake is marshmallows, you are not hungry. You are malnourished. Your stomach is full but your body is starving. This is exactly what pornified experience does. You feel like you’ve experienced something — you saw the sunset, you watched the cooking video, you consumed the productivity content — but you haven’t actually experienced anything. You consumed a compressed representation. And your psyche, like your body, cannot be nourished by representations alone.


The Setup IS the Thing

Here’s what I keep coming back to: we’ve been trained to think of the setup as the obstacle and the climax as the goal. The foreplay is what you endure to get to sex. The cooking is what you endure to get to the meal. The struggle is what you endure to get to the insight.

But that’s the pornified version of reality. In actual reality, the setup IS the thing.

The cooking is the meal. Not metaphorically — the act of selecting ingredients, of tasting as you go, of adjusting and improvising, of standing in a kitchen with someone you love while something transforms under heat — that is the experience. What ends up on the plate is just the residue.

The debugging is the understanding. The travel is the trip. The vulnerability is the intimacy.

Every time we build a system that strips the process and delivers only the product, we’re running the same lossy compression. And every time, we lose the same thing: the part that actually matters.

The algorithm is efficient. It’s optimized. It delivers exactly what you asked for. But what you asked for was the wrong thing, and now you’re holding a perfectly compressed nothing.


The question isn’t whether you’re consuming pornified experiences. You are. We all are. The entire attention economy is built on this compression.

The question is whether the compression opens a door or closes one. Whether it sends you into the world or substitutes for it. Whether you’re holding a haiku or a highlight reel.

And if you’re honest: you already know which one your feed is full of.


No comments yet.