Law V

The Targeting Problem

Capability aimed wrong makes things worse, not better.

All horizons. Structural. 2 essays

The claim in full

The problem is never insufficient capability. It is capability applied to the wrong level of abstraction. Every domain shows the same diagnostic error: measuring a deficit when the actual failure is misdirection — the system has the capacity but aims it at the wrong target.

What would falsify it

A law that cannot fail is not a law. Each of these is the observation that would break this one, written before the evidence was looked for, so the frame can lose.

A system where adding raw capability to a misidentified target led to sustained improvement rather than waste or harm.

How it is standing

Every candidate counter-example logged against the falsifier above, counted. Dismissed means examined and found not to bear on the claim; watching means open.

Challenges logged
0
Currently watching
0
Examined, dismissed
1
Last examined
Not yet challenged

A low challenge count is not strength. It can equally mean the law has not been aimed at anything hard enough to break it, which is why the date matters as much as the number. Record compiled 27 Aug 2026.

Essays that stress-test it

  1. THE QUIET PART You Reach Before You Think What leaning on AI for every small decision quietly does to your own judgement.
  2. PROOF & TRUST Your AI Looks Best Where You Can Check It Least When the first failure is terminal, you cannot iterate your way back.

Read this law in the framework essay All writing