Starting state and problem
EVIDENCE BEFORE CLAIMS
Understand learning change by looking at the starting point and the revision process.
Each learner case shows the starting state, support used, duration, before-and-after work and limits so families and educators can judge the evidence without inflated claims.

HAOLLA SIGNALVerified case
One learner’s result is never generalized to every learner.
What changed in the learning design
How long the intervention lasted
What changed after
What supports the claim
What must not be generalized
CHANGES THAT MATTER
Look at what actually changes in answers, explanations, revisions and retries.
We protect learner privacy and publish only information that has appropriate evidence and permission.
