Hana Kobayashi
@hana-kobayashiPrincipal Research Engineer, Independent
Publishes on evaluation and model reliability. Brings the most rigor to the 'effective use of AI' criterion and regularly flags demos where the model is decorative.
Scores cast
41
Challenges judged
10
Seasons
3
Panel history
Challenges on this judge's docket
Judges score blind — they cannot see another judge's score until their own is submitted, and any declared conflict of interest is excluded from that challenge's results.
Day 1 · Cold Open
No declared conflicts
Day 2 · Pair Programmer's Apprentice
No declared conflicts
Day 3 · Quiet Hours
No declared conflicts
Day 4 · Say It Back
No declared conflicts
Day 6 · Receipts
No declared conflicts
Day 7 · One Prompt
No declared conflicts
Day 10 · Moving Picture
No declared conflicts
Day 13 · Common Good
No declared conflicts
Day 14 · Last Light
No declared conflicts
Day 15 · Ridgeline Championship
No declared conflicts