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NEW YORK DAWN™ > Blog > Technology > Runway Gen-4 solves AI video’s largest downside: character consistency throughout scenes
Runway Gen-4 solves AI video’s largest downside: character consistency throughout scenes
Technology

Runway Gen-4 solves AI video’s largest downside: character consistency throughout scenes

Last updated: March 31, 2025 11:11 pm
Editorial Board Published March 31, 2025
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Runway AI Inc. launched its most superior AI video technology mannequin at present, coming into the subsequent part of competitors to create instruments that might rework movie manufacturing. The brand new Gen-4 system introduces character and scene consistency throughout a number of photographs — a functionality that has evaded most AI video mills till now.

The New York-based startup, backed by Google, Nvidia, and Salesforce, is releasing “Gen-4” to all paid subscribers and enterprise clients, with further options deliberate for later this week. Customers can generate 5 and ten-second clips at 720p decision.

Visible continuity: The lacking piece in AI filmmaking till now

Character and scene consistency — sustaining the identical visible parts throughout a number of photographs and angles — has been the Achilles’ heel of AI video technology. When a personality’s face subtly modifications between cuts or a background component disappears with out clarification, the unreal nature of the content material turns into instantly obvious to viewers.

The problem stems from how these fashions work at a basic stage. Earlier AI mills handled every body as a separate artistic activity, with solely unfastened connections between them. Think about asking a room stuffed with artists to every draw one body of a movie with out seeing what got here earlier than or after — the end result can be visually disjointed.

Runway’s Gen-4 seems to have tackled this downside by creating what quantities to a persistent reminiscence of visible parts. As soon as a personality, object, or surroundings is established, the system can render it from completely different angles whereas sustaining its core attributes. This isn’t only a technical enchancment; it’s the distinction between creating fascinating visible snippets and telling precise tales.

Utilizing visible references, mixed with directions, Gen-4 permits you to create new pictures and movies with constant kinds, topics, areas and extra. Permitting for continuity and management inside your tales.

To check the mannequin’s narrative capabilities, we’ve put collectively… pic.twitter.com/IYz2BaeW2U

— Runway (@runwayml) March 31, 2025

In response to Runway’s documentation, Gen-4 permits customers to offer reference pictures of topics and describe the composition they need, with the AI producing constant outputs from completely different angles. The corporate claims the mannequin can render movies with sensible movement whereas sustaining topic, object, and elegance consistency.

To showcase the mannequin’s capabilities, Runway launched a number of quick movies created totally with Gen-4. One movie, “New York is a Zoo,” demonstrates the mannequin’s visible results by inserting sensible animals in cinematic New York settings. One other, titled “The Retrieval,” follows explorers looking for a mysterious flower and was produced in lower than every week.

From facial animation to world fashions: Runway’s AI filmmaking evolution

Gen-4 builds on Runway’s earlier instruments. In October, the corporate launched Act-One, a characteristic that enables filmmakers to seize facial expressions from smartphone video and switch them to AI-generated characters. The next month, Runway added superior 3D-like digital camera controls to its Gen-3 Alpha Turbo mannequin, enabling customers to zoom out and in of scenes whereas preserving character kinds.

This trajectory reveals Runway’s strategic imaginative and prescient. Whereas opponents deal with creating ever extra sensible single pictures or clips, Runway has been assembling the parts of a whole digital manufacturing pipeline. The method feels extra akin to how precise filmmakers work — addressing issues of efficiency, protection, and visible continuity as interconnected challenges slightly than remoted technical hurdles.

The evolution from facial animation instruments to constant world fashions suggests Runway understands that AI-assisted filmmaking must observe the logic of conventional manufacturing to be actually helpful. It’s the distinction between making a tech demo and constructing instruments professionals can really incorporate into their workflows.

AI video’s billion-dollar battle heats up

The monetary implications are substantial for Runway, which is reportedly elevating a brand new funding spherical that might worth the corporate at $4 billion. In response to monetary experiences, the startup goals to achieve $300 million in annualized income this 12 months following the launch of recent merchandise and an API for its video-generating fashions.

Runway has pursued Hollywood partnerships, securing a cope with Lionsgate to create a customized AI video technology mannequin primarily based on the studio’s catalog of greater than 20,000 titles. The corporate has additionally established the Hundred Movie Fund, providing filmmakers as much as $1 million to supply motion pictures utilizing AI.

“We believe that the best stories are yet to be told, but that traditional funding mechanisms often overlook new and emerging visions within the larger industry ecosystem,” Runway explains on its fund’s web site.

Nonetheless, the expertise raises issues for movie business professionals. A 2024 examine commissioned by the Animation Guild discovered that 75% of movie manufacturing corporations which have adopted AI have decreased, consolidated, or eradicated jobs. The examine initiatives that greater than 100,000 U.S. leisure jobs shall be affected by generative AI by 2026.

Copyright questions observe AI’s artistic explosion

This distinction feels more and more arbitrary as AI fashions turn out to be extra refined. The road between studying from broad inventive traditions and copying particular creators’ kinds has blurred to close invisibility. When an AI can completely mimic the visible language that took Miyazaki a long time to develop, does it matter whether or not we’re asking it to repeat the studio or the artist himself?

When questioned about coaching knowledge sources, Runway has declined to offer specifics, citing aggressive issues. This opacity has turn out to be normal apply amongst AI builders however stays a degree of competition for creators.

As advertising businesses, academic content material creators, and company communications groups discover how instruments like Gen-4 might streamline video manufacturing, the query shifts from technical capabilities to artistic utility.

For filmmakers, the expertise represents each alternative and disruption. Unbiased creators achieve entry to visible results capabilities beforehand accessible solely to main studios, whereas conventional VFX and animation professionals face an unsure future.

The uncomfortable reality is that technical limitations have by no means been what prevents most individuals from making compelling movies. The power to keep up visible continuity gained’t out of the blue create a technology of storytelling geniuses. What it’d do, nonetheless, is take away sufficient friction from the method that extra folks can experiment with visible narrative with no need specialised coaching or costly tools.

Maybe probably the most profound side of Gen-4 isn’t what it may possibly create, however what it suggests about our relationship with visible media going ahead. We’re coming into an period the place the bottleneck in manufacturing isn’t technical ability or price range, however creativeness and objective. In a world the place anybody can create any picture they’ll describe, the vital query turns into: what’s price displaying?

As we enter an period the place creating a movie requires little greater than a reference picture and a immediate, probably the most urgent query isn’t whether or not AI could make compelling movies, however whether or not we will discover one thing significant to say when the instruments to say something are at our fingertips.

Every day insights on enterprise use circumstances with VB Every day

If you wish to impress your boss, VB Every day has you lined. We provide the inside scoop on what corporations are doing with generative AI, from regulatory shifts to sensible deployments, so you may share insights for max ROI.

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