02 / Hailuo
Where Hailuo fits in your story
Hailuo is a candidate for reaction coverage, physical gestures and stylised character moments. The AI Director can specify the emotional beat, the scale of the gesture and the cut point, using AI Skills to keep the request grounded in performance direction rather than a vague request for drama.
Keep Anaya almost still. Let recognition arrive before she decides what to say.
- Performance
- A small eye movement, then a held breath.
- Framing
- A close-up that leaves room for the reaction.
- Edit
- Hold long enough to read the thought before cutting.
03 / Hailuo
Plan the Hailuo handoff
The AI Director prepares the video request from the scene plan, using AI Skills to specify the framing, performance or sound intention. You can review creative preparation or use Auto mode within your chosen scope. The model receives a bounded job, with the references and constraints that matter to that asset.
For an independent creator, this connects a creative decision to the next production step. For a publisher, it keeps recurring assets attached to the episode plan. Brand buyers can carry approved product references into the shot; production houses can retain the treatment and handoff requirements across the sequence.
04 / Hailuo
Where the automated line actually falls
- Is this the approved face and body
- Is the costume right for this story day
- Is the expression within the approved range
- Does the dialogue match the approved script
- Is the pronunciation right for this track
- Is lip-sync within the treatment's tolerance
- Does the hesitation read as hesitation
- Is the restraint doing what the scene needs
- Does the beat land at the right length
- Is this the performance the episode was built for
- Would a viewer believe it
This is the clearest illustration of why the human-control rule is a product decision and not a compliance gesture. Automation can propose, generate, check, route and assemble. Acceptance is a judgement, and quality in this system is defined as accepted output.
05 / Hailuo
Expression range is canon
What makes performance reviewable at all is that the character has an approved emotional vocabulary. An expression sheet guides the performance without changing who the character is - the same person in a different state, rather than a different person.
Without it, every performance note is a negotiation from scratch, and the season has no through-line because nothing recorded what this character's restraint looks like.
Kabir decides not to answer a simple question. A close-up has to carry it.
- Inherited
- Approved identity and expression range
- Inherited
- He knows who wrote the letter. She does not.
- Checked
- Identity, costume, dialogue, lip-sync tolerance
- Judged
- Whether the look reads as hesitation, by a person
A result can pass every automated check and still be rejected, because the check was never the point of the shot. That rejection is recorded against a named reviewer, and the repair is a shot rather than an episode.
06 / Hailuo
What acceptance would have to show
Provider documentation
Capabilities checked against official sources. Story applications are Tosheo’s editorial examples, not comparative benchmarks.
MiniMax: Hailuo character and motion capabilitiesQuestions before production
Can lip-sync quality be checked automatically?
Within a tolerance set by the treatment, yes, and it is checked per language track because the tolerance that works for one track may not survive another. What cannot be checked is whether the line was delivered well, which is a master-review decision.
Why does the treatment set a lip-sync tolerance at all?
Because it is a creative decision with production consequences. A treatment demanding tight sync narrows which providers can serve a shot and raises attempts per accepted shot, in every declared language. Deciding it once, at the treatment stage, is cheaper than discovering it per track.
What happens when a performance is rejected?
It is a targeted repair at shot level, with the same references and treatment, and the original is kept. The neighbouring accepted shots and the audio for the scene are untouched.
Do you generate performances of real actors?
No. Tosheo will not produce celebrity likeness or cloned voice without verified permission, and does not depict real people, actors or franchises in generated artwork.
Is expressive performance the deciding routing factor?
For close coverage in a character-driven genre, it weighs heavily. For an establishing shot it is irrelevant. That is the point of routing per unit rather than picking one provider for the whole production.