THE 4ORT LAB  //  PROPERTY 08 / 21

4ort.stream — The Autonomous Video Pipeline

~214 videos published with no human in the loop, by a durable state-machine factory that scripts, narrates, edits, moderates, and ships overnight, every night.

Live screenshot of 4ort.stream — autonomous broadcast, mid-flight
LIVE CAPTURE  //  4ort.stream — autonomous broadcast, mid-flight
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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.

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Highlights

Python ffmpeg edge-tts LLM judge + moderation layer
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Status

  Live, autonomous.

4ort.stream ↗