2 Commits
Author SHA1 Message Date
wassname ffcc94df00 evidence: full text for sculley 2015, lones 2021, domingos 2012
These three held hand-transcribed excerpts (381 / 914 / 573 words) with a
header claiming extraction was too hard. It was not: jina reads the sculley
and lones PDFs, and plain pdftotext (no -layout) reads all 3 columns of the
domingos CACM PDF in order. Now 5736 / 15285 / 8180 words.
2026-08-14 21:13:11 +08:00
wassnameandClaudypoo 8cd3c61050 folklore: tuning playbook, Domingos, Bekman loss spikes, Ng error analysis; LLM-judge bias appendix
- SKILL.md: 3 new entries (exploration-over-exploitation + nuisance HPs,
  test-set contamination, loss-spikes-mean-bad-data-pocket) and an Ng
  100-misclassified-examples quote under inspect-the-data
- refs/llm_judges.md: position/verbosity/self-preference biases (Zheng,
  Wang 66/80 flip, Panickssery) + mitigation checklist from verdict docs
- Lones pitfalls linked as the exhaustive 36-item do/don't checklist
- 6 new frozen evidence files; Hamel evals link in further reading

Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
2026-06-11 15:30:41 +08:00