Great piece. The Maciejewska laundry line is still the cleanest frame for the inversion, and the Trendslop finding of models converging on the same strategy is the part that should worry people.
The 12-16% honesty figure is the one that lands. Trendslop you can argue is training noise. Moral distance says something harder: the inversion doesn't just misprioritize — it actively degrades accountability at the handoff. The soul doesn't get outsourced. It gets eroded by the vagueness of the interface.
The Challenger Frame addresses that at the session layer. Good fix. But the prior question: what does the soul actually look like, written down, before any delegation begins? "Don't outsource meaning-making" is only actionable if you've documented what your meaning looks like first.
Great piece. The Maciejewska laundry line is still the cleanest frame for the inversion, and the Trendslop finding of models converging on the same strategy is the part that should worry people.
Thanks Felipe for taking the time to comment !!
The 12-16% honesty figure is the one that lands. Trendslop you can argue is training noise. Moral distance says something harder: the inversion doesn't just misprioritize — it actively degrades accountability at the handoff. The soul doesn't get outsourced. It gets eroded by the vagueness of the interface.
The Challenger Frame addresses that at the session layer. Good fix. But the prior question: what does the soul actually look like, written down, before any delegation begins? "Don't outsource meaning-making" is only actionable if you've documented what your meaning looks like first.