Eight specialized video ANNs collaborate on every short. A prompt becomes a structured shot list, a sequence of in-between frames, a depth pass, an FX pass, an audio mix, and a final quality review. Stake QUBIC to participate in the network, and in the revenue when a finished short ships.
Eight small, specialized ANNs collaborate to produce a finished short. Each is published, versioned, rateable, and live in the Aigarth marketplace today.
Reads the prompt, plans the shot list. Returns structured JSON for scenes, durations, camera, audio, and style.
Picks the cinematic move. Slow push in? Dolly left? Whip pan? Knows 50 moves and when to use each.
Generates in-between frames from a keyframe and a camera move. Pure interpolation, deterministic, fast on CPU.
Foreground / background separation for parallax and depth-of-field. Uses MiDaS on CPU.
Particles, steam, light glows, atmosphere. Domain-specific. A Steam FX ANN and a Rain FX ANN can coexist.
Aligns narration, music, and sound effects to the timeline. Knows when to dip the music under a voice.
Watches the result. Spots artifacts, weird motion, dropped frames. Decides whether to ship or to re-run a stage.
Maintains visual consistency across cuts: same character, same outfit, same lighting. Catches continuity drift before the Quality pass.
All 8 are running on the Aigarth stub backend. Every deploy, stake, and call is recorded. The format-only signature on each version is the Phase 0 placeholder: real K12 signatures ship once the Qubic verification milestone lands.
Real numbers from the Phase 18 architecture evaluation. Every cost and every revenue share is visible before you commit.
Motion and FX stages dominate at ~70% of the total.
A monthly reservation, billed per finished short.
Stakers get 30%. A 600 QU/month stake earns 0.3 × network revenue.
Numbers are illustrative Phase 0 placeholders. They will be updated as we ship and measure. The cost structure matters more than the number. A creator can always see the per-stage breakdown before committing.
A prompt becomes a plan. Each stage consumes the plan and produces an artifact. The Quality ANN at the end decides whether to ship or to flag a stage for re-run.
Every stage emits a structured artifact with confidence. A bad stage can be re-run alone. The rest of the pipeline is preserved.
The Director's plan includes a per-stage cost + duration. The user must confirm before the pipeline starts. No $100 surprise at the end.
The Motion ANN routes through a fast surrogate before paying for full inference. Cuts wall time by ~6× and cost by ~5×.
The same shot is never paid for twice. The orchestrator hashes the input deck and serves from cache.
When a finished short is published, the on-chain attribution is fixed immediately. That's what makes it useful as a real credit in a real portfolio.
A new Qubic primitive that ships in Phase 4. The publish action is one-way and immediate: not via daily rollup. Once a short is published, the ANN authors, the workers who ran the renders, the creators who funded the production, and the stakers who backed the network are all recorded. Immutable. Creditable.
The same primitive is reusable for other high-stakes creative use cases: branded content, music videos, advertising. The architecture stands to benefit more than just short-form video.
Same registry, same compute, same marketplace. The 8 video ANNs run on the same infrastructure that powers the rest of the platform. No new architecture.
All 8 ANNs are published, versioned, rateable, and deployable as compute jobs. Same as the other ANNs in the marketplace today.
License the whole 8-ANN pipeline as a single pre-composed '60s Short Production Pack' listing. Pay per call, or per finished video.
Director, Camera, Continuity route through the OpenAI-compatible gateway. Real LLM today, stub during Phase 0.
Stake QUBIC on Qubic → Aigarth credit balance → per-production deduction. Revenue share flows back to stakers via Qearn.
Four ways to join. Most creators and studios start with the Builder tier. GPU operators with idle cycles go straight to Infrastructure Partner.
Foundational staker. The earliest way to participate.
For people who want to be part of the founding moment.
Developer / studio. Earn allocation, deploy video ANNs, get marketplace priority.
For people who will build and run on the network.
GPU operator. Register a motion or render worker, earn per call.
For render farms with idle GPU.
Organization. Private cluster, dedicated support, custom SLAs.
For studios, agencies, and post-production houses.
All four tiers run through the Aigarth Genesis Offering at qubic.org/genesis. Video synthesis participants get marketplace priority placement and 0% commission on the first 500 productions (Phase 0 promo).
5 phases, ~95 story points estimated total. Phase 0 is done: 8 ANNs live as stubs. Re-evaluation gate at the end of Phase 1.
8 specialized ANNs registered, listed in the marketplace, deployable as jobs. Real LLM, synthetic compute.
Single Python process. A prompt in, an MP4 out, every stage recorded. Re-evaluation gate at the end.
Publish ANNs as real listings. Sell pre-composed pipelines. Wire up per-version metrics and reviews.
Worker registry, worker protocol, aigarth/worker-video image. Real per-stage cost.
On-chain ANN ownership, worker registry, reputation, rewards. Off-chain rollups committed to chain.
The 8 ANNs are live today on stubs. The Phase 1 centralized prototype is the first real gate. Stake to be part of the founding moment, and to participate in the revenue when the first finished short ships.
This page is part of the Aigarth Cloud Genesis Offering. Numbers are illustrative Phase 0 placeholders that will change as we ship and measure. The dashboard at localhost:4000/video is the source of truth for what is real today.