PennApps

University season hackathon, hardware-leaning. Demo-stage and hardware-stage bias as named failure modes.

PennApps

Stub. Drafted during Phase 1 IA skeleton seeding. The piece below is a one-paragraph placeholder — replace before publishing.

University season hackathon, hardware-leaning. Demo-stage and hardware-stage bias as named failure modes.

This piece grounds in the principle fair-judging and connects out to the cases, voices, and glossary entries that elaborate it.