If you’ve survived more than three years in VFX, you’ve probably managed someone who made you question your sanity and your management skills. But is there a way to avoid insanity?  Let’s go “Beyond Normal” and explore how neurodivergent minds drive innovation in post-production, why traditional management styles fall short, and how studios can redefine collaboration and go about managing Neurodivergent Talent.

Why This Conversation Matters Now

Let’s be honest: We’re all a bit weird because we chose to enter the creative industries. You don’t accidentally end up spending more than 12-hours a day making imaginary creatures look real, unless your brain works a little differently than most people’s.

But here’s what’s changing: with AI tools making individual artists exponentially more powerful, understanding how your team’s brains actually work isn’t just nice-to-have management theory any more.  Because when you had 50 people on a show and two couldn’t stand each other, you worked around it. When AI shrinks that team to 10 people, interpersonal friction becomes catastrophic. The studios thriving in the next five years won’t just be the ones adopting AI fastest, it’ll be the ones who can create environments where neurodivergent talent operates at maximum effectiveness while collaborating in tighter, more interdependent teams.

Some Numbers

For the data-hungry: Replacing senior VFX talent can cost studios between $150,000 and $300,000—a hefty price for letting expertise walk out the door. Creative industries aren’t just creative; they’re also hotbeds for neurodivergent thinkers, showing concentrations two to three times higher than in typical workplaces. In fact, 48% of VFX professionals display traits linked to ADHD, autism, dyslexia, or similar cognitive differences. The upside? Teams that embrace and manage neurodiversity solve complex technical problems 30% faster. But is that a surprise to anybody? (Sources linked below)

And what does that have to do with your show?

Most Supervisors avoid drama. The smart ones learn to channel it. This article isn’t medical advice, or a comment on “Todays society” – it’s a field manual from someone who’s been there, done that, and learned what actually works when you’re trying to deliver impossible projects with exceptional and exceptionally challenging people.

Part 1: Spotting the Patterns

Before we dive in, let’s address the elephant in the room: neurodivergence has become trendy on social media. The “University of TikTok” has produced thousands of armchair experts who can “diagnose” your entire team based on a 30-second video and millions of Twitterati who tell you in 160 characters why their way is the best, and why everybody else is crazy. 

Here’s the thing: You don’t need anyone to have a medical diagnosis to notice that some brains processes information differently than yours. And more importantly, you don’t need to know the clinical terms to figure out how to work with them effectively.  

The first hurdle is distinguishing between genuine cognitive differences and plain old bad behaviour (aka. The colleague who is frustrated by life that needs a victim). Let’s dive into that difference first!

“Being on the Spectrum” vs “Clinical Diagnosis”

Here’s a controversial take: what matters most in production isn’t the label, but how someone’s brain actually works. “Being on the spectrum” isn’t a diagnosis—it just means human cognition is wildly varied. Some people process sensory input intensely, others spot patterns nobody else sees, some communicate bluntly. For creative teams, the real questions are: How do they process information best? What environment brings out their strongest work? How do they communicate most effectively? And what triggers their worst performance? That’s what managers need to understand—labels are just shorthand for far more complex minds.

Narcissist vs Neurodivergent – a few examples

To introduce a few archetypes – more on THAT can of worms later – here are two you might have met: The Toxic Perfectionist would say: “These renders are garbage. Who approved this? I can’t work with people who don’t understand quality.” we all know that one. The Sensory-Sensitive Artist would say: “I need to re-render this sequence. The noise patterns in the shadows are creating visual artifacts that will be distracting in the final composite.” We all wish for this kind of feedback.

The difference? One is attacking people, the other is identifying technical issues. One gets worse when challenged, the other provides specific, actionable feedback.

Or another example: The Entitled Demander would say: “I shouldn’t have to attend dailies. They’re a waste of my time and I work better alone.”, while the Accommodation Requester would say: “Could we structure dailies differently? I process feedback better when I can take notes without simultaneous discussion, maybe written notes first, then verbal discussion?” The difference? One wants special treatment, the other is asking for workflow modifications that could benefit the entire team. Or, to slot this into a workplace: One is a person who you want to work with, the other gets a sneeze-muffin for their birthday. 

Some VFX Archetypes I’ve Been or Met

If you’ve managed a few shows, you’ll recognize these patterns. These aren’t labels to slap on people, they’re cognitive styles that show up consistently in our industry. Understanding the pattern helps you work with the person, not against their natural processing style.

1. The Pipeline Prophet

What you see: Nathan interrupts the dailies meeting with detailed technical objections that sound like we’re all fucked.

What’s actually happening: His brain naturally maps entire technical pipelines and spots failure points others miss. Where the team sees “renders with minor issues,” he visualizes the inevitable train wreck when clients request changes you can’t make without re-rendering everything.

Recognition signs: Meet the team’s unofficial Cassandra: they predict technical problems with scary accuracy, communicate urgency in ways that can sound alarmist, and get visibly frustrated when their “obvious” warnings are ignored. Only to be proven right (time and again, it has become a pattern) when consequences others missed come crashing down.

• Predicts technical problems with scary accuracy
• Communicates urgency in ways that sound alarmist
• Gets frustrated when “obvious” problems are ignored
• Often right about consequences others don’t see

Tl;dr of the “Proper Approach”: Create structured “devil’s advocate” time in planning phases

2. The Render Perfectionist

What you see: Sarah re-renders the same shot for the fourth time for changes nobody else can see, burning farm time and missing deadlines.

What’s actually happening: Her brain processes visual information with extraordinary precision. She literally sees things others don’t, subtle lighting inconsistencies, edge or compression artifacts that will become obvious in final delivery.

Recognition signs: This is your resident render perfectionist: they catch quality issues everyone else misses, struggle with anything less than flawless, and will work long past the point of efficiency for the smallest improvements. And when you suggest a technical shortcut? They take it as a personal insult, because perfection has feelings too, you know.

• Catches quality issues others miss
• Struggles with “good enough” delivery standards
• Works far past efficiency points for minimal improvements
• Takes feedback about technical shortcuts as personal criticism

Tl;dr of the “Proper Approach”: Set clear quality thresholds upfront, celebrate progress milestones

3. The Comp Wizard

What you see: Marcus creates stunning work but explains his techniques in ways that sound like technical hieroglyphs, making it impossible for others to learn from him.

What’s actually happening: He thinks in visual relationships and technical systems that don’t translate easily to verbal communication. His strength is intuitive technical problem-solving, not teaching.

Recognition signs: Say hello to the comp wizard: they deliver exceptional results, but ask them to explain their process step-by-step and you’ll see frustration set in fast. Documentation requests? Expect eye rolls. They’d much rather show you quickly “how it’s done” than write a manual for anyone to replicate; think hands-on brilliance, but with a side of “figure it out as we go.”

• Produces exceptional technical results
• Struggles to explain methodology step-by-step
• Gets frustrated when asked to document processes
• Works better through demonstration than explanation

Tl;dr of the “Proper Approach”: Pair with technical writers, use screen recording for knowledge transfer

4. The Shot Sculptor

What you see: Zoe delivers gorgeous animation but eviscerates junior artists with feedback so harsh it makes them cry.

What’s actually happening: She processes movement and aesthetics with extraordinary precision but packages feedback in ways that sound personal rather than technical. A sub-section of the comp-wizard, but with even less social filters.

Recognition signs: Meet the Shot Sculptor: their creative vision and execution are top-tier, and they spot problems with laser precision. Feedback? It’s delivered straight, with zero sugarcoating. If others don’t see the “obvious” artistic issues, expect visible frustration. And they wonder vocally how everyone else missed the elephant in the frame.

• Exceptional artistic vision and execution
• Identifies problems with laser precision
• Delivers feedback without emotional filtering
• Frustration when others don’t see “obvious” artistic issues

Tl;dr of the “Proper Approach”: Teach “intent vs impact” feedback framework, structured review sessions

5. The Deadline Hyperfocuser

What you see: Amir seems scattered and unfocused during pre-production, then becomes a productivity machine during final weeks, pulling off impossible tasks but burning out afterward.

What’s actually happening: His brain responds to pressure and clear deadlines with hyperfocus abilities, but struggles with open-ended planning phases.

Recognition signs: Here’s your adrenaline specialist: they thrive under pressure and deliver exceptional work when the clock is ticking, even if their prep looks like total chaos. Long-term planning? Not their strong suit. But come crunch time, they’re laser-focused until the job’s done and then they crash harder than your render farm on a Monday morning.

• Thrives under pressure but struggles with long-term planning
• Produces exceptional work in compressed timeframes
• Seems disorganized during prep, laser-focused during delivery
• Crashes hard after intensive periods

Tl;dr of the “Proper Approach” Create artificial deadlines, schedule recovery time, protected focus blocks

6. The Systems Thinker

What you see: Elena asks endless questions about project scope, timeline dependencies, and technical specifications before starting any work, seeming to overthink simple tasks.

What’s actually happening: She needs to understand the complete system before engaging with individual parts. Once she has the big picture, she works efficiently and spots integration issues others miss.

Recognition signs: Enter the systems sleuth: they spot project integration problems and hidden dependencies nobody else notices, but need a full briefing before diving in. Expect a barrage of what seem like overly detailed questions. When (if) they have all the answers, they work methodically and catch issues before anyone else even sees them coming.

• Spots problems in project integration and dependencies
• Requires comprehensive briefings before starting
• Asks questions that seem overly detailed
• Works methodically once requirements are clear

Tl;dr of the “Proper Approach”: Invest in thorough briefings, use as project integration reviewer

And now?

Now we know a few of our players – with that under our belts (Or Pockets, or Post-its – whatever works for you) we can have a look at the next steps. That is why this is only part one of the series.

Exclusive for Digital Production readers: Early access to the Creative Systems Beta (normally €291) free in exchange for feedback.

If you recognize these neurodivergent team patterns (The stuff we are talking about in this article): constant crisis mode, total dependency on the lead, nights and weekends just to keep up, you’re exactly who the Creative Systems (Beta) is designed for.

This isn’t confidence coaching; it’s survival mode. The program focuses on Red Star Systems: the foundation of systematic creative control before leadership growth can happen. Over three months, beta testers will work with crisis management frameworks, 24/7 support, weekly accountability check-ins, delegation systems, emergency time blocking, and burnout prevention protocols, all aimed at reducing stress in 30 days, stabilizing quality, and making productivity sustainable.

Digital Production readers are invited to join the beta as testers. Normally priced at €291, participation is free in exchange for detailed feedback on the frameworks. Spots are limited to keep crisis intervention support focused.

Go here and sign up : https://masterminds.monexpansion.com/join?invitation_token=bbf1fe999b13d047f57fb6ad2934dbc185397e95-18e9bd65-f8d4-4db0-ba09-4af78c9416b4

The next parts in the Series:

Part 2: How To Make It Work. Let’s understand who needs what, in general terms – apply and adjust that for your team. Let’s see how we can structure teams, and how we can avoid the Silos.

Part 3: The AI Amplifier: Why Understanding Your Crew Matters More Than Ever. Do you really have the budget to waste talent? Let’s talk about the upcoming changes, and how we can prepare for them

Part 4: Actionable Tips and a few Sources for Supervisors. We’ve got the framework, the understanding of teams and dynamics, and you know why you should do it. Here’s the bullet point list, and a few books and resources that might make you even better at managing your team.

Sources

Employee Replacement Costs
Center for American Progress (2023): 21% for average roles, up to 213% for highly trained positions
Jobvite (2025): 50-200% of annual salary depending on role complexity

Creative Industries Neurodivergence
Marketing Dive/Understood Study (2024): 48% of creatives identify as neurodivergent vs 31% general population
Creative Network South: 50% over-representation, autistic people 16x more likely in digital marketing

Team Performance:
World Economic Forum: 30% higher productivity for teams with neurodivergent professionals.

VFX Salary Context: Senior VFX artists earn $75k-$162k+ (PayScale, Talent.com), making the $150k-$300k replacement cost estimate realistic. Senior – don’t get your hopes up too soon!

By the way, who’s talking here?

The post Beyond Normal: A Creative’s Guide to Different Minds and Managing Neurodivergent Talent (Part 1) first appeared on DIGITAL PRODUCTION and was written by Julien Klein.

In the ever-evolving world of visual effects, staying ahead means embracing tools that blend innovation with practicality. Enter Gaussian Splatting for Nuke, a plugin developed by Irrealix, designed to import, manipulate, and render 3D Gaussian Splatting (.ply) files within Nuke’s compositing environment. This plugin promises real-time performance powered by GPU acceleration, aiming to streamline workflows for VFX professionals.

What Is Gaussian Splatting?

Gaussian Splatting is a rasterization technique that enables real-time rendering of photorealistic scenes from minimal image samples. By approximating point clouds with Gaussian functions, it reduces computational load while maintaining visual fidelity—a boon for artists seeking efficiency without compromising quality.

Key Features

The plugin offers a suite of functionalities tailored for seamless integration into Nuke:

• File Handling: Import .ply files, including those compressed with SuperSplat, and combine up to 10 models within a single scene.
• Cropping & Alignment: Crop scenes using spherical or box shapes, or the Y Plane. Align models to the scene’s center and orient them horizontally, with orthographic projection cameras available for precise alignment.
• Color & Effects: Colorize splats with ramps using spherical or box shapes. Animate splat scale and opacity with ramps for dynamic reveals. Apply noise to distort models, and perform individual color correction for each model to adjust temperature and brightness.
• Real-Time GPU Acceleration: Manipulate models in real-time, thanks to GPU optimization, ensuring a smooth workflow.
• Depth & Rendering: Render depth passes for 3D composition and export scenes seamlessly for further processing or sharing.

These features are designed to enhance the efficiency and creative possibilities of integrating 3D data into advanced compositing workflows.

Workflow Integration

By enabling the import and manipulation of point cloud data directly within Nuke, Gaussian Splatting for Nuke eliminates the need for external rendering engines. This integration allows artists to interact with 3D data in real-time, facilitating immediate feedback during compositing tasks—a significant advantage in high-pressure post-production environments.

Availability and Pricing

Gaussian Splatting for Nuke is available for purchase at $49.00. For more information and to acquire the plugin, visit the aescripts website.

Final Thoughts

While Gaussian Splatting for Nuke introduces promising capabilities for real-time 3D rendering within compositing workflows, it’s advisable to evaluate its performance within your specific production environment. As with any new tool, ensuring compatibility and stability is key to maintaining the seamless operation of your VFX pipeline.

The post Nuke Gets Splatted: Gaussian Splatting Plugin Debuts first appeared on DIGITAL PRODUCTION and was written by Bela Beier.

You can apply for access at firefly.adobe.com. However, you need an Adobe Cloud account to do this. Once you’ve got access, log in to the Firefly site and you’re ready to go. At the end of March, when I wrote the article, there were two tools that had been activated: Text to Image and Text Effects.

What is immediately noticeable is the clear user interface. If you click on an image on the start page, you immediately get an explanation of what Firefly does differently. According to Adobe, the basis for generating the images is mainly formed from its own extensive stock collection and partly from copyright-free footage. Adobe attaches great importance to ensuring that there are no copyright problems with the generated images. This also explains why it is not possible to generate clones of well-known artists, superheroes or comic characters such as Mickey Mouse.

On the start page, but also on the text-to-image page, you can see lots of sample images with the corresponding prompts, which you can try out with just one click after agreeing to the guidelines. Only English is available as a prompt language.

Four images are always generated, which takes 10 to 20 seconds on average. You can choose between Square (1:1), Landscape (4:3), Portrait (3:4) and Widescreen (16:9). On mouseover on one of the images, you then have the options of generating similar images, loading the image into the Firefly Gallery, loading it as a reference image, copying it to the clipboard or reporting an infringement of the specifications.
For the content type, you can choose between None, Photo, Graphic and Art. Below these, there are lots of styles and a selection of colours, lighting and perspectives. This makes it easy to click together your own look, although this has not always worked as expected so far.

Text!

The second module that already works is Text Effects. Here, texts can be created from any conceivable material. Whether wild cats, gold, wool, fur, chocolate, pizza or rusty spaceship parts.

There are currently 12 different fonts available for the texts. Four variants are displayed below the text, from which you can choose. If nothing is available, simply click on the refresh button to get four new ones. There are also three options for how exactly the textures are filled into the letters. With Loose, a few chunks can fall out.

The text can be highlighted with a colour or downloaded as a PNG with a transparent background. There is also a watermark here. Unfortunately, the styles cannot be saved, so you will never get exactly the same look again when you leave the page. You can save the URL with the HTML prompt in a text file, but the look always varies in some details.

Adobe has also announced some other interesting modules on its website. A short video shows what will be possible in the future. 3D to Image will probably make use of the extensive Substance Library. And Text to Template will probably soon find its way into Adobe Express. Of course, we hope that Firefly will soon simply be included in the Adobe Cloud licence and that the tools will be integrated directly into Photoshop, Illustrator and Premiere.

Photoshop in particular has already made some progress with the neural filters. Take a look at firefly.adobe.com to see what else Adobe has in the pipeline and sign up for the beta list. But be careful, Firefly is highly addictive and once you’ve started, it’s hard to stop using it again.

The post Firefly –AI for the Creative Cloud? first appeared on DIGITAL PRODUCTION and was written by Nils Calles.