Preparing Students for Jobs that Don't Yet Exist - Sunday Times

TEXT START: Many of the jobs today’s preschoolers will eventually hold have not yet been invented.

The Dissection

This article converts a structural employment crisis into a curriculum-adjustment problem. It takes partial truths—specific skills decay, rote learning is weak, AI can improve productivity, English expands access—and wraps them in a reassuring promise that adaptability will preserve employability.

Its central maneuver is to treat “jobs that do not yet exist” as a guaranteed replacement pipeline. It never asks whether those jobs will exist in sufficient numbers, whether they will require humans, or who will own the AI systems producing the wealth. The trailing HitAd.lk paragraph is unrelated advertising contamination, not evidence.

The Core Fallacy

The article confuses task transformation with mass job replacement. Under the Discontinuity Thesis, P1 makes AI superior across cognitive work, P2 prevents institutions from preserving stable human-only economic domains, and P3 removes the majority from economically necessary labor.

“Human” qualities such as creativity, empathy, judgment and ethical reasoning are presented as permanent moats. That is unsupported. Even if some capabilities remain difficult to automate, difficulty does not guarantee scarcity, bargaining power or mass employment. AI can make each worker more capable while making fewer workers necessary.

The claim that every changed job creates new opportunities is an assertion, not a mechanism. AI governance, ethics, policy and systems design may produce valuable niches, but they are narrow control points, not a replacement economy for displaced populations. The article mistakes a few new Servitor and Sovereign roles for a restored employment system.

Hidden Assumptions

• Productivity gains will create jobs at the scale of jobs destroyed.
• Global employers will continue needing large volumes of human cognitive labor.
• Continuous learning can overcome the collapse in aggregate labor demand.
• Human traits will remain exclusive, scarce and economically rewarded.
• Developed-economy labor shortages will persist and translate into opportunities for South Asian graduates.
• English proficiency will convert reliably into employment rather than merely improve competition for a shrinking pool.
• Education, rather than ownership and control of AI capital, is the decisive variable.
• Students can individually adapt their way out of a system-wide loss of productive participation.
• Consumption will continue through wages, despite the wage-consumption circuit being severed.

The article also assumes that the future problem is skill mismatch. Under DT logic, the deeper problem is that the economy may no longer need the majority’s labor at all.

Social Function

Classification: transition management, ideological anesthetic, prestige signaling and partial truth.

The advice gives schools, parents and employers a usable script: teach adaptability, communication, English and critical thinking. That is locally sensible. It also transfers responsibility for systemic displacement onto students. If they fail, the implied diagnosis is insufficient flexibility rather than obsolete labor demand.

Cambridge’s role and branded assessment language add institutional self-legitimation. The institution presents its existing educational products and frameworks as the solution to a crisis that may ultimately be about ownership, distribution and power. The message pacifies without confronting the carcass underneath the classroom.

The Verdict

This is a polished lullaby built from accurate observations and a false conclusion. Adaptability can improve an individual’s position within the shrinking Servitor queue. It cannot restore the post-WWII wage-to-consumption circuit once AI removes the need for mass cognitive labor.

The real future-proof assets are control of AI capital and access to the New Power Trinity: energy, logistics and maintenance. Education may produce a small number of Sovereigns and indispensable Servitors. For everyone else, “keep learning” is not a survival strategy. It is a demand to compete indefinitely for work the system is actively eliminating.