Tron: Ares – Computer Vision
October 2025 ––What does perception look like when it belongs to a machine?
That question became the foundation for our work on TRON: Ares, where our team of twenty artists designed and animated more than sixty shots of computer vision and interface systems that visualize the world through the eyes of Ares. Rather than creating traditional HUD graphics, we set out to design machine perception itself. Every frame exists as a living system that continuously scans, tracks, evaluates, and reconstructs reality as streams of computation.
Driven by a philosophy of maximum detail, each live action plate was transformed through our custom squarepacking algorithms into a computational lattice capable of analyzing the image at multiple scales simultaneously. Source code, reactive graphics, tracking systems, and layered analysis become different expressions of the same intelligence, revealing a world where every pixel is continuously interpreted and every image is rewritten through the language of the machine.
That question became the foundation for our work on TRON: Ares, where our team of twenty artists designed and animated more than sixty shots of computer vision and interface systems that visualize the world through the eyes of Ares. Rather than creating traditional HUD graphics, we set out to design machine perception itself. Every frame exists as a living system that continuously scans, tracks, evaluates, and reconstructs reality as streams of computation.
Driven by a philosophy of maximum detail, each live action plate was transformed through our custom squarepacking algorithms into a computational lattice capable of analyzing the image at multiple scales simultaneously. Source code, reactive graphics, tracking systems, and layered analysis become different expressions of the same intelligence, revealing a world where every pixel is continuously interpreted and every image is rewritten through the language of the machine.
“Every pixel became a point of inquiry. Every frame revealed another layer of understanding.”
The Concept
–– 02The first question was never What should the interface look like? It was How would an artificial intelligence perceive the world?
Human vision is selective. We instinctively filter information, focusing only on what matters in a given moment. A machine has no such instinct. It can observe countless events simultaneously, tracking relationships, predicting trajectories, measuring distance, recognizing patterns, and continuously reevaluating every conclusion as new information arrives. We wanted every shot to communicate that relentless state of awareness.
Rather than layering graphics over live action, we built a system of machine perception. Every plate was processed through our custom squarepacking algorithms, transforming the image into a computational lattice where each region of the frame could become an active field of analysis. Within this structure, source code, scanning systems, tracking data, identification routines, and reactive graphics all emerged from the same underlying logic. The interface was never decoration. It was the visible expression of the machine intelligence at work.
Human vision is selective. We instinctively filter information, focusing only on what matters in a given moment. A machine has no such instinct. It can observe countless events simultaneously, tracking relationships, predicting trajectories, measuring distance, recognizing patterns, and continuously reevaluating every conclusion as new information arrives. We wanted every shot to communicate that relentless state of awareness.
“Maximum detail created maximum awareness. Density was never decoration, it was the visual consequence of an intelligence capable of perceiving everything at once.”
Rather than layering graphics over live action, we built a system of machine perception. Every plate was processed through our custom squarepacking algorithms, transforming the image into a computational lattice where each region of the frame could become an active field of analysis. Within this structure, source code, scanning systems, tracking data, identification routines, and reactive graphics all emerged from the same underlying logic. The interface was never decoration. It was the visible expression of the machine intelligence at work.
–– 02
The Interface
–– 03Every interface element was designed as part of a single interconnected intelligence. Rather than creating isolated widgets or floating graphics, we built a networked system of information where dense point clouds, delicate fibrous linework, and reactive data structures formed a continuous visual language. Information flowed across the frame like a living nervous system, connecting computer vision, source code, tracking systems, and environmental analysis into a single organism of perception. At the center of that language was the timer.
For Ares and Athena, entering the real world comes with a cost. They have twenty-nine minutes before they begin to derez, making time itself the most important variable in every decision they make. We wanted the timer to feel less like a clock and more like a living chronometer, constantly reminding both the characters and the audience that every second carries consequence. It pulses with energy, responds to the surrounding interface, and quietly drives the emotional tension of every scene. As the remaining time diminishes, the entire visual system feels increasingly urgent, as though the interface itself understands that existence has become finite.
The rest of the interface language was built around that same philosophy. Hard computational structures dissolve into flowing fields of connected points. Source code drifts beneath layers of analysis while computer vision continuously reevaluates the environment. Every connection carries information. Every pulse signals another calculation. Every layer contributes to the sensation that Ares and Athena are not simply looking at the world. They are continuously measuring, interpreting, and understanding it.
“Time became the most important piece of data in the entire system.”
For Ares and Athena, entering the real world comes with a cost. They have twenty-nine minutes before they begin to derez, making time itself the most important variable in every decision they make. We wanted the timer to feel less like a clock and more like a living chronometer, constantly reminding both the characters and the audience that every second carries consequence. It pulses with energy, responds to the surrounding interface, and quietly drives the emotional tension of every scene. As the remaining time diminishes, the entire visual system feels increasingly urgent, as though the interface itself understands that existence has become finite.
The rest of the interface language was built around that same philosophy. Hard computational structures dissolve into flowing fields of connected points. Source code drifts beneath layers of analysis while computer vision continuously reevaluates the environment. Every connection carries information. Every pulse signals another calculation. Every layer contributes to the sensation that Ares and Athena are not simply looking at the world. They are continuously measuring, interpreting, and understanding it.
–– 03
The Process
–– 04Every shot began with the live action plate. Before designing a single graphic, we studied the composition, movement, symmetry, depth, and narrative action happening within the frame. The plate was then processed through our custom squarepacking algorithms, breaking the image into a structured hierarchy of cells and giving us a computational foundation to design from. The resulting grid became a kind of spatial map, revealing where information could live, how it could connect, and where the machine's attention might travel.
From there, we asked what Ares or Athena needed to understand in that particular moment. What are they looking at? What are they tracking? What matters to the story? We identified those points of interest and began building outward from them, attaching trackers, measurements, source code, scanning behaviors, point clouds, and layers of reactive data. Individual elements were connected through fine fibrous linework so that information could propagate across the frame rather than exist as a collection of isolated graphics. The goal was always to create cause and effect. Something happens in the world, the system perceives it, processes it, and responds.
As the layers accumulated, each shot became increasingly dense, but the density was always organized around hierarchy and narrative. Large structures established the architecture of the frame while thousands of smaller details created the sensation of relentless computation underneath. Source code could emerge from the image itself, sections of the plate could collapse into data, scanning pulses could travel across the lattice, and information could continually reorganize as the action evolved. By the final composite, the graphics were no longer sitting on top of the photography. They felt embedded within it, as if we were seeing the underlying computational structure of the world through the eyes of the machine.
From there, we asked what Ares or Athena needed to understand in that particular moment. What are they looking at? What are they tracking? What matters to the story? We identified those points of interest and began building outward from them, attaching trackers, measurements, source code, scanning behaviors, point clouds, and layers of reactive data. Individual elements were connected through fine fibrous linework so that information could propagate across the frame rather than exist as a collection of isolated graphics. The goal was always to create cause and effect. Something happens in the world, the system perceives it, processes it, and responds.
“The process was additive by nature. Scan, track, connect, populate, animate. Each pass introduced another layer of information, building complexity until the entire frame felt alive with computation.”
As the layers accumulated, each shot became increasingly dense, but the density was always organized around hierarchy and narrative. Large structures established the architecture of the frame while thousands of smaller details created the sensation of relentless computation underneath. Source code could emerge from the image itself, sections of the plate could collapse into data, scanning pulses could travel across the lattice, and information could continually reorganize as the action evolved. By the final composite, the graphics were no longer sitting on top of the photography. They felt embedded within it, as if we were seeing the underlying computational structure of the world through the eyes of the machine.
–– 04
Credit List
Design Studio: GMUNK Studio, Inc.
Chief Creative Officer: Bradley G. Munkowitz
Executive Producer: Simona Bunardzhieva
VFX Producer: Matteo J.D. Veglia
GFX Design Lead: Jayse Hansen
VFX Production Coordinator: Christian Trineer
Lead GFX Artists: Toros Kose, Darby Faccinto, Justin Hemsley, Daniel Lazo, Christian Haberkern
Lead VFX Artists: Adam Swaab, Ryan Cashman, Serjan Burlak
GFX Artists: Cisco Torres, Pedro Fleming, Seth Molson, Angie Feret, Ryan Close
VFX Artists: Daniela Levy
Design Studio: GMUNK Studio, Inc.
Chief Creative Officer: Bradley G. Munkowitz
Executive Producer: Simona Bunardzhieva
VFX Producer: Matteo J.D. Veglia
GFX Design Lead: Jayse Hansen
VFX Production Coordinator: Christian Trineer
Lead GFX Artists: Toros Kose, Darby Faccinto, Justin Hemsley, Daniel Lazo, Christian Haberkern
Lead VFX Artists: Adam Swaab, Ryan Cashman, Serjan Burlak
GFX Artists: Cisco Torres, Pedro Fleming, Seth Molson, Angie Feret, Ryan Close
VFX Artists: Daniela Levy