FINDING #5673 · UNIT ID 1132505553
keon/awesome-physical-ai
A curated list of academic papers and resources on Physical AI — focusing on Vision-Language-Action (VLA) models, world models, embodied ai, and robotic foundation models.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
90% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
1.76
ACCEL
-0.00
RETENTION
13.2%
PEAK 2026-03-19 · FORK-RETENTION 0.0% · 317 STARS / WINDOW
Author Audience
AUDIENCE
8,260
FOLLOWERS
3,072
OWNER ★
51,883
Engagement Signals
FORKS
33
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 317 / 317 (DIVERSITY 1.00)
Why This Is A Finding
keon/awesome-physical-ai собрал 317 звёзд за окно, тогда как у автора всего 3,072 подписчиков — эффективная аудитория ≈ 8,260. Это даёт surprise-индекс 0.000212 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 5% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 5%
VELOCITY1.763.29-1.53ABOVE 12%
RETENTION13.2%11.3%+1.9 PPABOVE 56%
FORKS3399-66ABOVE 16%
SURPRISE0.000.01-0.01ABOVE 8%