Krummholz AI field noteshttps://krummholz.ai/field-notes/Check our work. Inspect records, model cards and useful documentation.Does your model notice the change?https://krummholz.ai/field-notes/notice-the-change/https://krummholz.ai/field-notes/notice-the-change/Two fictional records show how a model handles a rule that has been replaced.Tue, 10 Nov 2026 09:39:25 -0500The weights come with field notes.https://krummholz.ai/field-notes/model-field-notes/https://krummholz.ai/field-notes/model-field-notes/Start with the model card, then choose an experiment you can check.Tue, 10 Nov 2026 09:39:25 -0500The README is part of the dataset.https://krummholz.ai/field-notes/readme-is-part-of-the-dataset/https://krummholz.ai/field-notes/readme-is-part-of-the-dataset/Source terms, cleaning notes, checksums and limits help choose a suitable experiment.Tue, 10 Nov 2026 09:39:25 -0500Record not found. Question still open.https://krummholz.ai/field-notes/record-not-found/https://krummholz.ai/field-notes/record-not-found/A missing archive entry does not prove a survey never happened.Tue, 10 Nov 2026 09:39:25 -0500Bad rows on purpose.https://krummholz.ai/field-notes/bad-rows-on-purpose/https://krummholz.ai/field-notes/bad-rows-on-purpose/A free synthetic forestry fixture for inspecting ingestion and validation code.Tue, 10 Nov 2026 09:39:25 -0500