What It Is
Most "AI video" demos need a human at every step. 4ort.stream doesn't: it has published ~214 videos with no human in the loop. It's a durable state-machine factory (an SQLite queue, resumable jobs, and 67 tests) that treats video production as a pipeline you can trust to run unattended.
Each run scripts a nature short grounded in cited 4ort.xyz facts, so the narration isn't a hallucination; it traces back to the lab's knowledge graph. The factory then generates narration, edits stock footage to fit, and passes the result through an LLM moderation gate before anything goes public.
What clears the gate auto-publishes overnight, every night, to 4ort.mov, the lab's self-hosted video platform. It's the proof-of-concept for the lab's larger bet: autonomous pipelines that produce real, fact-grounded output while the builder sleeps.
Highlights
- ~214 videos published with no human in the loop
- Durable by design: a state-machine factory with an SQLite queue, resumable jobs, and 67 tests
- Fact-grounded scripts: nature shorts written from cited 4ort.xyz knowledge-graph facts
- Full production line: generates narration and edits stock footage end to end
- LLM moderation gate: every video passes a judge before publishing
- Auto-publish to 4ort.mov: overnight, every night
Status
● Live, autonomous.