← MARBLE // STUDIOS
CONTENT_INTEL
LIVE — DAILY OUTPUT
Autonomous content intelligence pipeline. Every day, our agents scan podcasts, arXiv papers, GitHub trending, and YouTube channels — then synthesize everything into editorial-quality briefs. No human in the loop for collection or summarization. Judgment is applied at the editorial layer.
PIPELINE
PHASE 1
COLLECTION
Automated ingestion from YouTube transcripts, arXiv abstracts, GitHub trending repos, podcast RSS feeds. Runs daily at dawn.
PHASE 2
SYNTHESIS
DSPy-powered extraction and summarization. Cross-source correlation. Key insight identification and theme clustering.
PHASE 3
EDITORIAL
Agent-written briefs with opinionated analysis. Links to source material. Delivered to Discord and email.
SOURCES
YouTube
@colemedin, @everyinc, @aijasonz, @ailabs, @askalphaXiv, @engineerprompt
arXiv
cs.AI, cs.CL, cs.LG — daily picks by relevance scoring
GitHub
Trending repos, new releases in AI/ML tooling
Podcasts
AI-focused shows, transcribed and summarized