The Critical Skills Pointed Us This Way About Forty Years Ago

Now We Have a Louder and Welcomed Voice

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Alex Karp, the CEO of Palantir Technologies, told an interviewer earlier this year that there are “basically two ways to know you have a future.”

• One is vocational training.
• The other is neurodivergence.

Everything else, he said, is losing value fast.

His Neurodivergent Fellowship drew two thousand applications in days. His Meritocracy Fellowship pays high schoolers $5,400 a month to skip college, provided they scored 1,460 or higher on the SAT. At Davos, he told the audience that an elite philosophy degree is “very hard to market” in an AI economy. Karp himself holds a doctorate in philosophy.

The interview went viral. The framing — only two types survive — has been argued and re-argued across LinkedIn for a month.

I have a different one to add.

Karp is right that something has inverted. He is wrong about what it is, who survives, and how new the diagnosis is. The Critical Skills pointed us this way about forty years ago. The country chose not to listen then. The question is whether we listen now.

What Karp Actually Said

To engage Karp’s argument fairly, you have to give it its strongest form first.

His thesis is that AI has compressed the value of routine white-collar work. The “playbook” thinkers — people who succeeded by mastering a procedure and executing it cleanly — are the ones losing ground. AI executes procedures faster and cheaper than they do. What remains valuable, in Karp’s view, is the work AI cannot yet do: physical work in unpredictable environments, and cognitive work that does not follow a script.

Hence the two categories.

• Tradespeople build the data centers, wire the cooling systems, and troubleshoot the equipment failures that no algorithm can yet handle.
• Neurodivergent thinkers — Karp’s word, drawn from his own dyslexia — improvise where others recite. They reframe problems. They build things that are unique because they were never able to follow the standard path in the first place.

Palantir has put money behind the thesis. The Neurodivergent Fellowship pays between $110,000 and $200,000 a year. The Meritocracy Fellowship offers a stipend, real work, and an explicit pitch: skip the debt, keep the income. The applications poured in.

On the diagnosis, Karp is more right than wrong. On the prescription, he is selling something. And on the originality of the insight, he is roughly four decades late.

The 1994 Receipt

In the late 1980s, I had access to the files of several top executive search firms. I gathered roughly thirty position specifications for each of thirty first-career capstone positions — the threshold roles a candidate must pass through to reach senior management. Vice presidents of finance. Vice presidents of marketing. Senior partners in consulting and law. Nine hundred specifications in total, representing approximately $36 million in executive search fees. Not a survey. Not opinion. Real specifications that real corporations paid real money to fill.

When I built the skill mosaic for each position, something kept happening. Eight skills appeared in nearly every specification, regardless of industry, regardless of function. Communication. Production. Information. Analysis. Interpersonal. Technology. Time Management. Continuous Education. The mosaic varied in its peripheral details. The eight at the center did not.

I called them the Critical Skills.

The timing matters. In 1991, the Department of Labor convened the Secretary’s Commission on Achieving Necessary Skills — SCANS — to identify the competencies the modern workplace demanded. In 1992 the DOL published Learning a Living: A Blueprint for High Performance. In 1993 it published Teaching the SCANS Competencies, which featured the local school-to-work program I had helped build on pages 58 and 59. The federal framework and my private-sector framework converged on the same finding. Congress passed the School-to-Work Opportunities Act that same year.

The work was done. The framework was published, validated, and beginning to scale.

Then it was killed. Congress let the School-to-Work Opportunities Act sunset. Politics. Nothing more. The No Child Left Behind Act passed in 2002 and pushed schools toward standardized test scores as the dominant measure of student progress. The Critical Skills disappeared from the public conversation. Authentic assessment was abandoned. Field studies survived in pockets. The country lost a generation of progress on the very competencies that AI would later make non-negotiable.

Karp’s “inversion” was forecast, named, researched, taught, and published before Palantir was a company.

The country chose not to listen then. I hope the country listens now.

Where Karp Confirms the Thesis

Now to give him his due. Several of his observations land squarely on the framework I have argued for thirty years.

When Karp says the future belongs to people who “build something unique,” he is describing the Production Skill. Production is the ability to convert an idea into reality — to make it happen. It is the second of the eight Critical Skills, listed in priority order, and it is exactly what AI does not yet do well.

The clearest example I know is Apollo 13. April 1970. An oxygen tank ruptures two hundred thousand miles from earth. The service module is dying. Three men are alive in a lunar module designed to keep two men alive for a day and a half — and they need it to keep three alive for four days. There is no procedure. No playbook. No prior case.

Captain Jim Lovell, the mission commander, told me about it in the early 1980s, before the movie. He used what was like a gun sight on the lunar module window and the terminator line between day and night on the earth’s surface to set the re-entry angle. Mission Control timed the engine burn from the ground. The CO₂ scrubber was jury-rigged from a sock, a manual cover, and duct tape. Three days later, the crew came home.

That is Production. Not an instruction set. Not a prompt. Three trained people, eight Critical Skills working as one, building the way home in real time. AI generates. People produce.

When Karp says workers must “look at things from a different direction,” he is describing the Analysis Skill — the syllogism applied to nonstandard inputs. AI is extraordinary at producing P→Q when P is well-defined. AI is much weaker at choosing the right P in the first place. That choice is Information, and while AI has access to enormous amounts of information, it remains a human advantage to test information for truth and to exercise judgment.

When Karp dismisses static credentials and demands trainability, he is describing the Continuous Education Skill. He hit the bullseye. Whatever you trained for in 2015 is not the job in 2026. The Critical Skills framework named that requirement explicitly.

The tradespeople observation is the strongest of his points. A skilled electrician on a data center build runs conduit through a server hall while the cooling system is being commissioned twenty feet away. He chooses tools. He times his work to the trades around him. He talks to the engineer when something does not match the print. That is Production, Technology, Time Management, and Interpersonal — four of the eight Critical Skills, applied with a wrench. I wrote in A Brave New World, the closing chapter of WANTED: Eight Critical Skills, that the gap between rich and poor would widen and well-paying jobs would concentrate where competence was demonstrable. The data center electrician earning a six-figure income is that prediction wearing a hard hat.

And on credentials, Karp confirms a finding I quoted in 2015. The Association of American Colleges and Universities surveyed business and nonprofit leaders in 2013 and found that ninety-three percent believed “a demonstrated capacity to think critically, communicate clearly, and solve complex problems” was more important than the undergraduate major. Karp is restating that finding in 2026 with a louder microphone.

Where Karp Is Wrong: Trait Versus Skill

This is the part of the argument that matters most, and the part where Karp is most clearly off.

The first sentence of WANTED: Eight Critical Skills defines a skill, drawing on Webster’s: the ability to do something that comes from training, experience, or practice. Not a trait. Not a brain type. Not a birth condition.

Something you do.

Karp’s framing collapses that distinction. He says success belongs to two categories of people defined by what they are — neurodivergent — or what they trained as in their teens — vocational. That is a closed-door theory of the labor market. It tells the parent of a neurotypical college student that their child is doomed. It tells the high school teacher that the children who can sit still are the ones losing. It tells the citizen who did not score 1,460 on the SAT that the future belongs to someone else.

The Critical Skills framework refuses that conclusion. The eight skills are learnable. They are practiced. They are mastered through engagement — through debate teams, field studies, work-based learning, the Socratic method, and real projects with real consequences. The Harvard Business School case study method teaches them. A high school field study project teaches them. The US Naval Nuclear Submarine Force training programs use them. A skilled trade apprenticeship teaches them. A military command teaches them. The skills do not care which door you came through.

The trait theory is also strategically convenient for the company arguing it. Palantir’s Meritocracy Fellowship requires SAT scores of 1,460 or higher. That is Ivy League cognitive screening, relabeled. The Neurodivergent Fellowship is talent arbitrage dressed as social vision: hire the people corporate HR rejected, pay them less than an MIT graduate would command, and accept the cultural credit for being visionary. There is nothing wrong with either as a recruiting strategy. There is everything wrong with either as a theory of who has a future.

Karp is describing who Palantir wants to hire. He is not wrong. But he is not describing who can succeed elsewhere.

The Other Voices in the Room

Karp is not alone in trying to name what AI changes about work, and the disagreement among AI’s own builders is itself evidence that no single answer has settled.

Daniela Amodei, president of Anthropic, has argued that the humanities will become more essential, not less. She points to communication, emotional intelligence, kindness, and curiosity as the qualities her company hires for. Jaime Teevan, chief scientist at Microsoft, makes a similar case for critical thinking. Each of them is grabbing one or two of the eight Critical Skills and holding it up as the answer.

They are right that those skills matter more, not less. They are pulling individual threads from a set that was identified as a set in 1994. Communication, Interpersonal, and Analysis were three of the original eight. They cannot do the work alone. The Critical Skills were always meant to be applied together, as a team. Picking one or two is the same error standardized testing made — the assumption that a single measure could capture what success requires. It cannot. It never could.

What This Means for the Reader

The Critical Skills framework was always written for four audiences. The argument lands differently for each.

• For parents, the message is steadying. Your child is not doomed by being neurotypical. Your child is not doomed by missing a 1,460 SAT score. The eight Critical Skills are learnable, and the methods for teaching them are well documented. Demand a school that takes them seriously. Field studies. Project-based learning. Authentic assessment. The methodology survived NCLB in pockets. It still works.
• For students, the message is direct. Build the skill mosaic. Demonstrate Production by finishing things, not just starting them. Practice Analysis by separating facts from findings and findings from conclusions. Master Communication in writing, in speech, in listening. The credential is not the job. The skills are the job.
• For educators, the message is urgent. The standardized-test stranglehold killed the SCANS framework once. Do not let it happen again. The Common Core, in its original form, was the closest the country had come to restoring critical thinking to the curriculum since 1994, and it was politically eroded for reasons that had nothing to do with whether the standards worked. The methodology for teaching the Critical Skills has been documented and validated. Use it.
• For business leaders, the message is operational. Karp’s recruiting strategy is clever for Palantir. It is not a hiring framework you can scale across an economy of more than three hundred million people.

Build position specifications around the Critical Skills.

Hire for demonstrated mastery, not for cognitive labels.

Train the people you have. Ninety-three percent of your peers already told a national survey what mattered most. Act on it.

A Nation Still at Risk

In 1983, A Nation at Risk warned the country that the educational foundations of American society were being eroded by a rising tide of mediocrity. In 1994, the Critical Skills research and the SCANS framework offered a remedy. The remedy was funded for a few years, then defunded for political reasons, and the country went back to standardized testing as the measure of educational achievement.

Forty years later, Alex Karp is the latest in a long line of voices telling Americans that the work is changing under them. He should be commended. I hope his message is received loud and clear. He is louder than most. But he is not the first.

The Critical Skills pointed us this way about forty years ago.

The question is not whether Karp is right.

He’s on the right track.

The question is whether, this time, we will actually do something about it.

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Charles C. Jett is the author of WANTED: Eight Critical Skills You Need to Succeed (2015) and Field Studies: Challenging Project-Based Learning for High School and College Students. He writes the Critical Skills Blog at criticalskillsblog.com and the Civic Sage hub at civicsage.com.