Questions worth
opening up.
Four questions about the basis of an AI answer. Follow each from its method to the evidence, limitations and work that remains.
Research index
Findings and open questions stay together.
4 research studies
Research question
Does a source support the claim—or merely share its words?
When overlap is not support.
A lexical score ranked contradictory examples above supported ones.
n = 105 · AUC 0.008Research question
How much retrieved evidence actually reaches the prompt?
Retrieved does not mean retained.
Trace the reported packing loss and the retained set after the fix.
103 / 221 → 221 / 221Research question
Can a present-day hash establish a missing history?
A hash cannot recreate history.
Separate present-byte consistency from missing original source links.
7,230 chunks · 0 mismatchesResearch question
Can managed layers carry knowledge a foundation leaves out?
What should the foundation know?
Study the Craton / Pro hypothesis and its unresolved weight-path acceptance.
Reported weight path: 0 / 15