Documents: The Missing Generation Tax

The Missing Generation Manifesto

Appendix B of The Missing Generation Tax.

Individual commitment document for senior operators

I am a senior operator. I have benefited from decades of proximity to other senior operators who invested their time in developing me. I am now, in the AI era, actively causing a problem I want to name.

The work I used to do with a team, I now do alone with AI leverage. The junior roles that produced the next generation of senior operators are being eliminated across the economy, role by role, quarter by quarter, by decisions that are individually rational and collectively catastrophic.

This is the Missing Generation Tax. Every AI-leveraged organization is paying it. Almost none of us are accounting for it.

I commit to the following five practices.

One. I will keep at least one human in a role AI could replicate, on purpose, because the long-term math demands it. Not as charity. As succession investment.

Two. I will measure Proximity Dose for at least one junior, monthly, and protect the hours even when they are inconvenient. Below 10 hours per month, I will acknowledge the program is not working rather than pretend it is.

Three. I will publish my Reinvestment Rate annually, to myself if not to my board. I will treat it as a commitment that survives individual tight quarters.

Four. I will talk about this publicly, in peer networks and professional contexts. I will not treat succession investment as a private virtue. I will contribute to the coordination correction through visible practice.

Five. I will not pretend AI-augmented mentorship is a substitute for proximity, regardless of how sophisticated the tooling becomes. AI can bridge the absence of proximity. It cannot replace the presence.

I sign this manifesto as an individual, not as a representative of any organization. I commit to these practices in my own span of control. I will revise, withdraw, or republish this commitment publicly if my practice changes.

The work of my career will not end when I stop working. It will extend through the people I help become capable of work I can no longer do.

That is the inheritance I owe, and the tax I choose to pay deliberately rather than by surprise.

These five commitments are my own version. The longer public manifesto, which readers can read and sign, is at continuous.engineering/manifesto/missing-generation; operators who sign are listed there. You can also republish the text of Appendix B, with attribution, under its license.

From The Missing Generation Tax. See also the other documents.

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