Research: use PeerTube
native transcription (core since 6.2, whisper-ctranslate2, remote runners on
GPU nodes; large-v3-turbo MIT via model_path); pyannote community-1
diarization (CC-BY-4.0, clean); WhisperX fusion.
Face recognition license audit: NO accurate open FR model has clean weights
(InsightFace/SCRFD non-commercial, yolo-face GPL, AdaFace unstated) —
posture is detection+tracking+blur by default; identity matching opt-in,
human-review-gated, collective decision + DPIA required (Art. 9 biometric
data; automated FR over non-consenting third parties effectively unlawful).
DB DDL sketch: persons/person_face_embeddings/video_face_detections/
transcript_segments/video_speaker_person/identity_audit with review gating,
visibility tiers, erasure workflow.
Research: Tika full-text
via 3 oCIS env vars (phase 1); bge-m3 on TEI + pgvector halfvec/HNSW in the
existing Postgres with Postgres FTS + RRF hybrid (phase 2); Docling tier for
scanned PDFs; NATS event subscription (UploadReady et al) + nightly PROPFIND
reconciliation for change propagation. jina-v3 excluded (non-commercial).
Bilingual EN+ES eval set flagged as mandatory before freezing models.
The hub-* buckets were provisioned 2026-10-08 (files-blobs, matrix-media,
media-library, pads); the doc's occupymedia-files-blobs name never existed.
hub-files-blobs is now live as the oCIS S3NG bucket (occ-files CT 320,
deployed 2026-10-10) with a bucket-scoped S3 key.
Self-hosted multi-platform broadcast newsroom for activist collectives:
publishing pipeline with group approval and DST-proof scheduling, TweetDeck-style
column wall with hostile-content-safe rendering, live control room with Auto
Director, bridged chat governance with polls and quorum, distributed sandboxed
transcode workers, encrypted content-addressed archive, monthly analytics.
MIT licensed. See README.md and docs/.
