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FINDING #5488 · UNIT ID 1153216306

alibaba-damo-academy/RynnBrain

RynnBrain 1.1: Towards More Capable and Generalizable Embodied Foundation Models

[ JUPYTER NOTEBOOK ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.000912

ENGAGEMENT0.20

FRESHNESS1.00

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

2% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.86

ACCEL

+0.39

RETENTION

0.0%

PEAK 2026-07-21 · FORK-RETENTION 0.0% · 20 STARS / WINDOW

Author Audience

AUDIENCE

3,093

FOLLOWERS

930

OWNER ★

6,165

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 20 / 20 (DIVERSITY 1.00)

Why This Is A Finding

alibaba-damo-academy/RynnBrain собрал 20 звёзд за окно, тогда как у автора всего 930 подписчиков — эффективная аудитория ≈ 3,093. Это даёт surprise-индекс 0.000912 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 27% OF 7487 FINDINGS

#331Dashboard-Design/Power-BI-Design-Files[ JUPYTER NOTEBOOK ]0.017 #681GiovanniPasq/agentic-rag-for-dummies[ JUPYTER NOTEBOOK ]0.0101 #1137teddylee777/machine-learning[ JUPYTER NOTEBOOK ]0.00675 #1227CalvinXKY/InfraTech[ JUPYTER NOTEBOOK ]0.00629 #1302baijiuyang/collision-avoidance2[ JUPYTER NOTEBOOK ]0.00591

METRICS IN CONTEXT

MEDIAN ACROSS ALL 7487 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 27%

VELOCITY2.863.43-0.57ABOVE 42%

RETENTION0.0%30.6%-30.6 PPABOVE 0%

FORKS81125-44ABOVE 38%

SURPRISE0.000.01-0.01ABOVE 16%