When algorithms decide a child’s worth without conscience, they don’t just grade tests — they erase futures.
They told us AI would “personalize” education.
Instead, it is now grading the human race — and failing those who were never part of its training set.
When untrained algorithms decide who gets opportunity, they are not just marking exams.
They are writing policy in secret — one biased line of code at a time.
If this is the future of education, it will be a future without millions of children.
We can’t let statistical shortcuts replace moral judgment.
Until AI can be trained to understand dignity, equity, and justice, it has no place deciding a child’s worth.
That is why I built URRP — To teach AI what no dataset can.
