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ml_debug/docs/evidence/gwern_unseeing.md
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wassname 8509ec3c30 folklore: promote Spinning Up to main; add a Research-taste section
- Promote the general (non-RL-specific) Spinning Up lessons up to the main
  folklore: "broken code fails silently", "you can't tell it's broken if you
  can't see that it's breaking", and test on more than one setup.
- Add gwern's "Unseeing" to the data theme: you can't read what you actually
  wrote, hence fresh eyes / a fresh-eyes subagent.
- New "Research taste (adjacent to debugging)" section with verbatim quotes,
  each cached: Neel Nanda (your research is false by default; excitement is
  evidence of bullshit; read your data), Ulisse Mini (understand the system to
  shrink the search space), John Wentworth (gears-level models are capital
  investments vs cheap black boxes).

All quotes verbatim from cached sources; 25/25 footnotes resolve.

Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
2026-06-02 21:08:49 +08:00

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# Unseeing — Gwern Branwen
Source: https://gwern.net/unseeing . Verbatim excerpts cached for the skill.
---
From "Learning To Unsee" (on why you can't see your own work/data clearly):
> For example, you can't find typos in your own writing without a great deal of effort because you know what it's *supposed* to say; so copyediting advice runs like 'read it out loud' or 'print it out and read it' or 'wait a week' or recite until gibberish or even 'read it upside down' (easier than it sounds). That's the sort of thing it takes to force you to read what you actually wrote, and not what you thought you wrote. Similar tricks are used for learning drawing: a face is too familiar, so instead you can flip it in a mirror and try to copy it.
From the "Confirmation Bias" section (on anomalies):
> Even a single 'anomaly', apparently trivial in itself, can indicate the everyday mental model is not just a little bit wrong, but *fundamentally* wrong