You logged forty thousand hours to build the judgment in your head. Twenty years of deals, edge cases, client disasters, pattern recognition that can't be written down in a binder. Last month a platform offered you ninety-five dollars an hour to dump a slice of it into a training set.
The check clears Friday. The asset you just transferred runs twenty-four hours a day, at zero marginal cost, for the operational life of the model. You sold three hours. They bought the compounding asset.
What would it be worth if instead of selling it by the hour, you licensed it on a recurring basis for as long as it kept getting used? That's the question nobody on the Mercor roster is being asked.
I'm Matt Cretzman, and I built Skill Refinery to answer it.
The math nobody is running for you
Mercor is three years old, valued near ten billion dollars, with thirty thousand experts on the roster and about a million and a half dollars a day in contractor payments going out the door. The average rate is ninety-five dollars an hour. PhDs and ex-Wall Street operators clear the low hundreds.
The CEO, Brendan Foody, said the quiet part out loud at TechCrunch Disrupt in November 2025. Twice in the same interview. Asked how the platform approaches new verticals, he described it plainly: if you want to automate being a consultant, how would you assess consultants that can help to do that? Asked who owns the knowledge of a former Goldman banker doing training tasks, he answered that the knowledge belongs to the individual, so the individual has the right to monetize it.
That answer is legally tidy. It is also the entire argument for the extraction.
Run the numbers yourself. A senior consultant with twenty years of experience logs in. Three hours on a training task. Four hundred dollars and change hits the account. The model they just sharpened answers queries that would previously have gone to a human expert, at roughly five percent of what that expert would have charged, for the life of the model. Millions of dollars of capability acquired. Four hundred dollars paid out.
Both parties agreed. The paperwork was clean. The two sides of the transaction were not the same thing.
The bowl of stew
There is an old story about two brothers. The older one came back from the field tired the way a body gets tired when it has spent itself completely. He had not eaten. His younger brother was at the cookfire with a pot of lentil stew. The older one asked for the bowl.
The younger one, who was the kind of brother who noticed leverage, said he would trade the stew for the older brother's birthright. The compounding claim on everything the family would build for generations to come.
The older brother looked at the bowl. He was hungry. The birthright was an abstraction. The stew was right there.
He traded. He ate the stew. It was gone in a few minutes. The birthright was gone forever.
I am not telling you the expert working through Mercor is making a stupid decision. Every Esau in human history has had a completely defensible reason for trading the birthright. That is the point of the story. It is never a stupid trade in the moment. It is only a stupid trade when the asset comes due.
The asset is coming due.
Three extractions are running in parallel
Expert knowledge is being extracted right now, with or without your consent. The only question is on whose terms. There are three economies running in parallel, and you are already inside one of them.
Extraction #1. LLMs ingested the world's expert knowledge without consent, attribution, or payment. Every framework you ever taught. Every methodology you published. Every blog post, every podcast, every public-facing thought. The price was zero. The terms were set by the labs.
The UK government opened a formal consultation on exactly this question. More than eleven thousand responses came in. Eighty-eight percent of respondents wanted stronger copyright protection against training without a license. On March 18, 2026, the government published its final report and maintained the status quo. No reform. Keep writing. The models will keep getting better at what you know. You will keep not getting paid.
That is the floor.
Extraction #2. Mercor and platforms like it. Their terms. Hourly rate in. Compounding asset out. The most dignified-looking version of the extraction that has ever been on offer, which is precisely why it is working. The radiologist watching the image models improve signs up. The paralegal watching discovery get automated signs up. The financial analyst watching the research models gets rational about the check in front of her, because Extraction #1 is happening to her for free anyway, so why not at least cash something.
I understand the logic. I just want you to see what you are trading.
Extraction #3. The one the expert owns. The expert writes the book, records the methodology, walks through the framework. The work gets extracted into structured, portable skills that deliver inside Claude, ChatGPT, Copilot, and any tool that speaks the open protocol the industry has now standardized on. The source files never re-enter the training set of any foundation model. The expert keeps the rights, the distribution, and the revenue on a recurring basis for as long as the knowledge is used.
This option did not exist as a viable thing two years ago. It exists now. That changes the math on the other two.
What the third economy actually pays
Let me put a different spreadsheet on the table.
A sales methodology expert spends a few weeks working with my team to extract her playbook into a licensed skill card set. Prospecting scripts, objection handling, discovery frameworks, negotiation patterns, the specific moves her top clients have paid her six figures to install. The extraction is a one-time effort. The asset is hers. The source material never re-enters AI training.
Those skill cards then deliver inside the AI tools her audience already uses. A seller in the middle of a live deal pulls up Claude or Copilot and her method shows up in context. Not a forty-minute video they'll never watch. Not a PDF in a shared drive. A specific move at the specific moment the seller needs it.
She gets paid every month the skill is licensed. The enterprise paying for the seat gets judgment at the point of work. The seller gets a better outcome on the deal in front of them. The expert keeps the asset.
This is what Extraction #3 looks like operationally. The category is called Knowledge Delivery System. I coined the term to distinguish it from the LMS era, which asked did they finish the course? KDS asks did they get the answer, right when they needed it? One is compliance theater. The other is outcome delivery.
The infrastructure is not speculative. Anthropic shipped the Model Context Protocol in late 2024. In December 2025 it was donated to the Linux Foundation. Every major AI platform now supports it. Gartner forecasts forty percent of enterprise applications will include task-specific AI agents by the end of 2026, up from less than five percent at the start of the year. The delivery layer is assembling in public.
Why this is the expert's window
Expert judgment is about to be the scarcest input in the AI economy. Data has been commoditized. Compute has been commoditized. What Meta bought when Zuckerberg paid fourteen billion for Scale AI was not data in the old sense. It was the pipeline to the people who can teach the models what good judgment looks like.
The labs know the expert is the bottleneck. That is why the hourly rates on Mercor keep climbing. That is why the top end runs into the low hundreds for the people with twenty years of pattern recognition nobody else has. The market is telling you your judgment is the scarce asset. The only question is whether you are going to sell it in three-hour chunks for a check, or license it through a layer you control for as long as someone wants to use it.
I believe expertise is a gift. Not in the casual sense. In the literal sense. The twenty years you spent building what is in your head is something you were trusted to steward. You can trade it for a bowl of stew. You can let Extraction #1 take it for free. Or you can put it somewhere it will compound, on your terms, for the people who need it three years from now.
That is a stewardship question before it is a business question. I think you already know which answer sits right.
The move
If you are doing some Mercor work on the side to supplement income while you figure out a longer play, fine. Just do not confuse the paycheck with the asset. The paycheck is stew. The asset is the birthright. They are not priced the same because they are not the same thing.
If you have a body of work, a methodology, a framework, a practice built over ten or twenty or thirty years, the infrastructure to license it on your terms has shipped. The category is forming. The experts moving first will define the flywheel the rest will have to compete against.
I'm Matt Cretzman. I'm writing a book about this — On Whose Terms: The New Expert Economy and the Fight for What You Know. If the thesis resonates, join the launch list
You are already in one of these economies. The only question is which one, and on whose terms.
Keep Building,
— Matt