News for hackers. Stuff that matters.
Re:Show HN: I computed livability for all of Germany by rent... by thepolymoth on Wednesday July 01, 2026 @05:12PM (#48753178)
Very cool. I wonder how do you validate if the tool is giving you the right insight? Did you do spot checks by actually going to some of the places?
Re:Show HN: I computed livability for all of Germany by rent... by ivorius on Thursday July 02, 2026 @08:55AM (#48760805)
Yea, I validated the scores on the places I know first-hand. I also spent a lot of time exploring and looking for suspicious gaps like areas without schools (which led to discovering Jedeschule instead of relying on OSM alone).

Finally, I launched an adversarial AI review which created hypotheses based on "common knowledge" like the Schwarzwald being strong in nature, which resulted in a rather long validation script (https://github.com/Ivorforce/wohnortatlas/blob/main/scripts/...).