This commit is contained in:
Aaron Po
2026-08-31 18:33:20 -04:00
parent 30995f6f40
commit 772a65d896
11 changed files with 353 additions and 218 deletions

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# Ethics, bias, and known issues
---
title: Pipeline ethics, bias, and known issues
last-updated: 2026-08-31
tags:
- pipeline
- ethics
- bias
- known-issues
- ai-generated
---
This document covers the ethical context of the Biergarten Pipeline's output,
the model's biases, and known issues including hallucinated brewing science and
@@ -290,11 +299,11 @@ Each brewery and user address carries a longitude/latitude pair, sampled
uniformly at random within a 5 km disc centred on the city's curated
`latitude`/`longitude` from `locations.json`.
The resulting point is **plausible by construction**, always falling within
the city's vicinity, but it is not looked up from any real address registry.
It does not correspond to a real address, business, or resident, and should
not be treated as accurate geocoding data. This is consistent with the rest of
the dataset: fixture data for a proof-of-concept, not a source of truth.
The resulting point is **plausible by construction**, always falling within the
city's vicinity, but it is not looked up from any real address registry. It does
not correspond to a real address, business, or resident, and should not be
treated as accurate geocoding data. This is consistent with the rest of the
dataset: fixture data for a proof-of-concept, not a source of truth.
---