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Music & AIPerspective

AI video is getting better at keeping a visual identity

Revisiting Google's January Veo update, and why connected characters and settings matter for the feeling of a music film.

A September perspective on Google's update of 13 January 2026. Source reviewed on 11 September 2026.

HyperNoova concept artwork of a blue-haired character in a rainy future city
Editorial illustration: original HyperNoova concept artwork from The Last Frequency.

A sequence becomes more interesting when its images feel as though they belong together. A development in AI video offers one way to think about that connection, and about the difference between technical consistency and a distinctive artistic world.

A development worth revisiting

On 13 January 2026, Google announced an update to Veo 3.1's reference-image video generation. The company described improvements in maintaining character identity, backgrounds and objects across scenes, alongside native vertical output for this capability.

These are Google's published claims, rather than the result of an independent HyperNoova benchmark. The creative question they raise remains useful: what happens when generated scenes become more capable of belonging to the same visual world?

Source: Google · Veo 3.1 Ingredients to Video · 13 January 2026 · Reviewed 11 September 2026

Our perspective: recognition gives a film somewhere to go

For a music release, a recurring character or setting can carry meaning across several moments. A familiar room may feel different after a song reaches its chorus. A figure seen at a distance can become more personal in a close view.

We think that sense of recognition deserves as much attention as a striking individual image. An artist's visual identity can live in gestures, colour, atmosphere and the relationship between scenes.

Technical consistency supports that possibility. The artistic choices determine whether those recurring details mean anything.

Vertical images have their own character

A tall frame creates a particular relationship between a person and their surroundings. It can make a face feel intimate, emphasise the height of a building or give a solitary figure room to breathe.

Those qualities can serve very different songs. A quiet ballad may call for restraint; an electronic release may suit a stranger, more expansive world. The format provides a canvas. It does not decide the feeling.

The questions that remain creative

Does the film's world feel connected? Does its movement suit the music? What makes it belong to this particular artist? These are the questions we bring to a finished piece.

A commission gives those questions a practical setting: the mood, story and identity an artist wants the work to express. New capabilities can widen the possibilities; creative direction gives a project its own point of view.