transductive.science

Living manifesto · revision 3 · 3 August 2026

Change the representation. Then test it.

A hard problem may need more effort. It may also need different objects, coordinates, senses, or tools.

Science begins wherever a question can be made real enough to try.

  1. Do not require credentials before a person may build and test a serious question.
  2. Make the smallest real version: a proof, program, experiment, instrument, or world.
  3. When the problem resists, change the representation—not only the amount of search inside it.
  4. Let AI invent a language. Let software instantiate it. Let humans perceive, act, and discover from within it.
  5. Compare what the old and new representations let you predict, prove, perceive, or do.
  6. Keep what survives. Repair or discard what does not.

The working sentence

AI invents. Software builds. Humans inhabit. Tests decide.

ELSEWHERE is the human half of this method. It does not ask people to admire a visualization. It places them inside a lawful artificial relation and asks whether they can learn to use it.

Generate. Enter. Test. Transduce.