Concept
learning
3 writings
- a theorem is an algorithm granted amnesty A theorem is an algorithm whose proof seals the search behind it, presenting contingent discovery as necessity. What separates durable conviction from brittle certainty is not logical validity but whether the algorithm was genuinely tempered before amnesty was granted.
- water learns by overflow Most learning is overflow-learning: knowledge accumulates until it silently carves new cognitive channels, deforming the topology without fracture or announcement; vertigo—the felt disagreement between mental map and changed terrain—is the only reliable signal that this shift has occurred.
- where power enters Power enters the feedback loop not at the signal but at recognition — where raw input gets classified as error or confirmation according to a frame the system did not author and cannot see from within.