Two scenes. One: you're forty minutes into the DMV line, your number hasn't moved, and you would hand over real money to make this experience end faster. Two: you're at a five-star restaurant, the courses are arriving slowly on purpose, and you would hand over real money to make this experience last longer. Same wallet, opposite wish.1
That split is Koe's whole point about what machines are for and what humans are for. People pay for speed to escape an experience. People pay a premium to savor one.1 Sort any product or job by which side of that line it sits on, and you can see — before the disruption hits — whether a machine is coming for it or whether it's about to get more valuable.
This is a demand-side sorting rule. There are two distinct emotional postures a buyer can be in, and they pull money in opposite directions.
The escape posture: the experience is friction. The buyer wants out. Wait times, a fast-food order gotten wrong, bureaucracy at a company — nobody wants more of these, they want them gone, and they'll pay for speed and efficiency to make that happen.2 This is the machine's territory. Faster, cheaper, fewer errors — exactly what automation delivers.
The savor posture: the experience is the point. The buyer wants in, wants it slower, wants to dwell. A five-star meal, live theater, handcrafted goods.3 Speed would ruin these. A machine that delivers the play instantly has destroyed the thing you were paying for. This is the human's territory, and the premium lives here.
So the rule: friction goes to silicon, narrative goes to carbon.4 [PARAPHRASED] [POPULAR SOURCE]
The trick is seeing that speed is not a universal good. It's a good only when the experience is something you're trying to escape.
Think of time as the unit being bought or sold. In the escape posture, your time inside the experience is a cost — every extra minute at the DMV is a minute stolen. You pay to subtract minutes. In the savor posture, your time inside the experience is the product — the slow meal, the unfolding performance. You pay to add minutes. Hand the same efficiency engine to both and it helps the first and guts the second.
This is why "AI makes everything faster and cheaper" is only half a strategy. It's a winning move on the escape side and a losing move on the savor side. The error people make is treating speed as a feature everywhere. At the restaurant, instant service is a downgrade. Koe's framing catches this cleanly with Chris Peake's line: "silicon sanding the rough edges of necessity so carbon can ascend to meaning… AI handles the friction and humans handle the narrative."4 [UNVERIFIED] attribution — the structure is the part to keep, not the prose.
The practical move: figure out which posture your buyer is in before you decide whether to compete on speed. Compete on speed inside an escape experience. Never compete on speed inside a savor one. [PARAPHRASED] [POPULAR SOURCE]
This page hands the vault a posture check. Before you price or position anything, ask: is the buyer trying to escape this or savor it? That routes directly into The Human Is the Product — its sibling — because the savor side is exactly where the human stays welded to the value, and the escape side is where the deliverable peels off and goes to a machine.
It sharpens Taste / Judgment / Labor: labor is the friction silicon sands away, taste and judgment are the narrative carbon ascends to. And it gives AI Commoditization Raises the Human Premium its mechanism — the savor premium is where the human premium gets paid.
Peake's line, as Koe quotes it, runs: "we will abolish baristas and canonize chefs, silence agents and encore actors."4 Read it slowly and it's the whole framework in two pairs.
The barista versus the chef. Most coffee is friction — you want caffeine, fast, correct. A machine abolishes that barista, and good riddance from the buyer's side; nobody savored the line. But the chef gets canonized — elevated, named, sought out — because the meal is something you came to dwell in. Same food industry, opposite fates, sorted by posture.
The agent versus the actor. The booking agent, the bureaucratic middle layer — silenced, sanded away. The actor — encored, demanded back on stage, because the performance is the savored thing itself. The disruption doesn't hit "entertainment" uniformly. It hits the friction roles and spares, even amplifies, the narrative ones. [PARAPHRASED] [POPULAR SOURCE]
It's Thursday late morning. You've got your list of what you sell — or what you want to sell — pinned up on the wall. You take a marker and draw a line down the middle. Left side: escape. Right side: savor.
You pick up the first offer and you do the gut check — when someone buys this, are they trying to be done with it, or trying to be in it? The quick-turnaround deliverable goes left; nobody lingers over it, they want it off their plate. You feel the pull to compete on price and speed there, and you let yourself — that's the right move on the left.
Then you hit the offer where clients keep saying "I just love working with you." You catch yourself about to speed it up, to systematize it, to cut the calls. You stop. That one's on the right. Speeding it up would sand off the exact thing they're paying the premium for. You write "slow down, don't automate" next to it.
By noon the wall has two columns. The left column is your automation and efficiency budget. The right column is where you protect the friction on purpose — because the friction is the product.
You've mixed up the postures when:
The Chris Peake quote is attributed but unsourced beyond the name; the "barista/chef, agent/actor" phrasing is a rhetorical flourish, not data.4 🚩 SINGLE SOURCE. [UNVERIFIED]
Tension worth keeping: the escape/savor line is not fixed. Specialty coffee turned a friction product (caffeine) into a savor product (the ritual, the origin story, the barista's craft) for some buyers. So the same category can sit on both sides depending on the buyer — which means the framework sorts buyer-postures, not products, and Koe sometimes talks as if it sorts products. That slippage is the open question: can you move an offer from escape to savor on purpose, and is that the actual creative play?
🚩 MOTIVATED REASONING — Koe sells to people who want their work to be the savored, premium kind. Document, don't endorse.
Koe sits close to the Taste / Judgment / Labor framework here, and the two illuminate each other. That framework splits creative work into labor (commoditizing), judgment, and taste (durable). Koe's escape/savor line maps almost cleanly onto it: the escape side is labor — friction to be sanded away — and the savor side is where taste and judgment get paid. Where they pull apart slightly: the Taste/Judgment/Labor frame is about the producer's stack of capabilities, while Koe's is about the buyer's emotional posture. Holding both, you get the supply and demand sides of the same line — the producer should invest in taste because the buyer is in savor mode, and those are two descriptions of one bet.
He converges with the sibling The Human Is the Product without friction — the savor side simply is where the human stays welded to the value. There's no clash; this page supplies the buyer-psychology engine that the human-is-the-product page asserts. The bartender survives because drinking with him is a savor experience, not an escape one.
Plain version: the reason you'd pay to leave the DMV faster and pay to stay at dinner longer is the same reason machines will take some jobs and make others worth more — and naming that reason tells you which of your own offers to speed up and which to slow down.
First handshake: Taste / Judgment / Labor (business). That framework is a supply-side map: it tells the creator which of their capabilities will commoditize (labor) and which won't (taste, judgment). Koe's escape/savor split is the demand-side mirror. Lay them on top of each other and a non-obvious thing appears: the labor that commoditizes is precisely the labor buyers were in escape-mode about, and the taste that holds value is precisely what buyers savor. The two frameworks were built from opposite ends — one watching the worker, one watching the customer — and they meet in the middle. The payoff: you can now predict which of your skills will commoditize not by introspecting on the skill, but by watching the buyer's posture toward the thing it produces. If buyers want it over with, that skill is labor and it's leaving. If they want to dwell in it, that skill is taste and it's appreciating. That's a faster, more reliable read than trying to judge your own capabilities from the inside, and it's a read neither framework offers standing alone.
Second handshake: The Human Is the Product (business). Its claim is that surviving roles are ones where the human can't be swapped out. This page explains why the buyer wants the human there: because the buyer is in savor mode, and savor mode is the experience of a human's presence and choices unfolding in real time. Put together, the two pages close a loop the human-is-the-product page leaves open — it asserts the experience economy will boom but doesn't say what emotional fact drives the boom. The savor posture is that fact. A machine can deliver the meal; it can't deliver the being-served-slowly-by-a-person-who-chose-this-for-you, which is the actual thing the premium buys. The combined insight: the experience-economy boom isn't nostalgia or inefficiency, it's buyers spending their freed-up money on the one posture machines structurally can't satisfy.
The Sharpest Implication. Efficiency is not a neutral upgrade — it's a weapon that's lethal to half your offers. The single most expensive mistake is automating a savor experience to death, because you can't see the value you destroyed until the customers who came to dwell quietly leave for someone slower.
Generative Questions.