SPIF Artist FAQ

Your art. Your style. Your terms.

We know you've been burned. This is different — and here's why.

The Basics

01 What is SPIF?

SPIF — Style-Preserved Inference Flow — is a real-time AI image generation technology capable of producing images at 15 FPS in 2K resolution. The platform, called The Pad, is built around a simple idea: artists should own and profit from their creative identity.

02 What is a Stylus?

A Stylus is a structurally pruned AI model locked to your unique visual style. Think of it as a digital instrument that can only play your music. When someone uses your Stylus on The Pad, they create images that carry your aesthetic DNA — and you get paid every time.

03 How is a Stylus made?

You provide approximately 20 high-quality images that represent your style. Our system uses structural pruning — not fine-tuning, not LoRA, not checkpoint merging — to create a model whose architecture is physically shaped around your aesthetic. The result is a model that cannot produce work outside your style. It's not a preference. It's a structural constraint.

04 Who owns the Stylus?

You do. The Stylus is your intellectual property. SPIF licenses the right to host and serve it. You retain full ownership and control.

05 Can I see a demo before committing?

Yes. We'll walk you through the process and show you a Stylus in action before you sign anything.

How This Is Different

06 How is this different from AI art theft?

In every way that matters:

07 How is this different from LoRA/fine-tuning on stolen art?

LoRAs and fine-tunes are typically trained on scraped images without consent and can be freely remixed. A Stylus is fundamentally different:

08 Can the model produce work in other artists' styles?

No — and this is architecturally enforced. Structural pruning removes the pathways that would allow style drift. Your Stylus literally cannot generate images that look like someone else's work.

09 What about all those AI companies that say they "respect artists"?

We understand the skepticism. We didn't build a general model and then bolt on ethics. SPIF was designed from day one around artist ownership. The technology requires your participation — it doesn't work without you. That alignment isn't marketing; it's architecture.

Money

10 What do I earn? How do royalties work?

Every time someone uses your Stylus to generate images, you earn a royalty. Revenue is tracked in real-time. We're committed to transparent, fair splits where artists receive the majority of revenue their Stylus generates.

11 How is revenue structured?

The Pad operates on a three-tier revenue model with seven distinct streams. Artists participate across multiple tiers. Details are shared during onboarding.

12 Do I need to do anything ongoing?

Not unless you want to. Your Stylus generates passive income whenever it's used. Promoting it can increase usage, but there's no obligation.

Your Rights & Control

13 Can I revoke my license?

Yes, at any time. Revoke your license and your Stylus goes offline. We don't hold your style hostage.

14 What about copyright on generated images?

This is an evolving legal area. We're working with legal experts to ensure the framework protects artists whose style powers the generation. You deserve recognition and rights.

15 Can I control how my Stylus is used?

Yes. You'll have usage controls, and the Artist Advisory Council helps shape these policies over time.

16 Can I see what people create with my Stylus?

Yes. You'll have a dashboard with usage analytics and examples of what's being created with your style.

Getting Involved

17 What images do you need from me?

Approximately 20 high-quality images that represent your style at its best — curated by you. Work you're proud of, work that captures what makes your aesthetic yours.

18 How do I get started?

Visit spif.live and reach out. We're onboarding artists in waves, starting with our founding cohort. Early artists help shape the platform.

19 What's a "Calling Card"?

On The Pad, artists don't have follower counts. You have a Calling Card — a representation of your artistic identity that speaks for itself. We're deliberately anti-"creator economy." Your work is the signal, not your metrics.

20 What is the Artist Advisory Council?

A group of artists who advise on platform decisions, policies, and features. Alex Sharp is advising on accessibility. This is a real voice in how SPIF evolves — not a rubber-stamp committee.

Estate & Legacy

21 How does estate licensing work?

For deceased artists, we work directly with their estates to create a Stylus — with explicit permission from authorized representatives. It's a way to honor and extend a legacy while generating revenue for heirs or designated beneficiaries. The estate controls the Stylus with the same rights as any living artist.

22 Can an estate revoke the license?

Yes, under the same terms as any living artist. Full control, full rights.

Privacy & Security

23 What happens to my images?

Your images are used solely to create your Stylus. They're not added to any general dataset, not shared, and not used for any other purpose.

24 Is my Stylus secure?

Your Stylus runs on our infrastructure and is never distributed as a downloadable model. Users can't extract, copy, or reverse-engineer it.

25 Can other AI companies access my Stylus?

No. It lives on SPIF's infrastructure and is not accessible to third parties.

Technical Questions

26 What's "structural pruning" in plain English?

Imagine a neural network as a massive web of connections. Most AI tools keep the whole web and nudge it toward your style. Structural pruning removes connections — physically cutting away everything irrelevant to your aesthetic. What's left is a smaller, faster model that can only produce your style.

27 How can it run at 15 FPS in real-time?

The pruning that locks in your style also makes the model dramatically more efficient. Fewer connections = faster inference. Combined with Hyper-SD integration and WebRTC streaming, we achieve real-time creative interaction — not batch generation, but live, responsive image creation.

28 What resolution?

2K resolution, generated in real-time. Native high-resolution output at interactive speeds — not upscaled previews.

29 What's The Pond?

The broader ecosystem around The Pad: the StyList (curated artist directory), the Stylus Bar (browse and select Styluses), community features, and the Marion Library (searchable creative asset management).

30 Is SPIF open source?

SPIF's core technology is proprietary, protected by a defensive publication filed February 11, 2026. This ensures the technology can't be patent-trolled while allowing us to build a sustainable business.

We built SPIF because we believe AI and artists shouldn't be adversaries. The technology is extraordinary — but it's meaningless without the artists who give it soul.

If you're still skeptical, good. You should be. But we'd love the chance to show you.

Visit spif.live →