4 AI Services
Four broadcast-domain services built on top of multimodal LLMs.
01
Highlights
Automatically selects highlight scenes from long broadcasts using multimodal LLMs.
02
Remix
Recomposes full episodes into short-form clips and summaries based on subtitles and scene analysis.
03
Ads
Matches the most contextually relevant ads to content using embedding and search.
04
Batch
Bulk-analyzes broadcast archives overnight. Reprocessing and re-indexing pipeline.
2026 Goals
Public deliverables through open-source contributions and a technical blog — and inference performance targets.
30+
OSS Contributions
PRs · Issues · Datasets (cumulative)
20+
Tech Blog Posts
Biweekly posts (cumulative)
20m
Inference Time
1-hour broadcast → under 20 min
0.70
Scene Classification F1
Based on 40–60 min content