True Causes
KO
The people affected worst are in markets we do not staff
a walkthrough with stand-ins — a demonstration, not a finding · sealed
What significantly influences it
Regulation asks for transparency reports nobody can verify
certified · 13 yes · 1 no
Every fix ships to the users who complain loudest
certified · 12 yes · 0 no · 2 abstained
Judged not to be linked
An A/B test measures engagement because that is what we can measure in a week
judged not to · 1 yes · 12 no · 1 abstained
We cannot publish what we remove without teaching people to evade it
judged not to · 2 yes · 12 no
We built for a scale nobody had governed before
judged not to · 5 yes · 22 no · 2 abstained · cross-group
Every fix ships to the users who complain loudest
judged not to · 2 yes · 11 no · 1 abstained
People choose the sources that already agree with them
judged not to · 1 yes · 12 no · 1 abstained
Nobody agrees on who should decide what is true
judged not to · 2 yes · 12 no
Nobody outside can reproduce a single claim we make
judged not to · 2 yes · 10 no · 2 abstained
Ad money rewards volume of attention, not quality of it
judged not to · 1 yes · 13 no
An A/B test measures engagement because that is what we can measure in a week
judged not to · 1 yes · 13 no
We cannot publish what we remove without teaching people to evade it
judged not to · 1 yes · 12 no · 1 abstained
We built for a scale nobody had governed before
judged not to · 1 yes · 12 no · 1 abstained
People choose the sources that already agree with them
judged not to · 1 yes · 11 no · 2 abstained
Nobody outside can reproduce a single claim we make
judged not to · 0 yes · 14 no
Ad money rewards volume of attention, not quality of it
judged not to · 0 yes · 13 no · 1 abstained
A group’s judgement, not a measurement. Demo room. On the atlas.
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