The AI image generation industry has a copyright problem. It is not a small problem, a theoretical problem, or a problem that only lawyers worry about. It is a structural problem that threatens the commercial viability of AI-generated images for any business that cares about legal risk—which is to say, every business.
The problem is straightforward: most AI image generators were trained on datasets that include copyrighted images scraped from the internet without permission or compensation to the original creators. This training data contamination creates legal uncertainty for every image these models produce. Can a business use an AI-generated image in advertising without risking a copyright claim? The honest answer, for most generators, is that nobody knows for certain.
Freepik’s Pikaso is built on a fundamentally different foundation. As the AI image generation tool within Freepik’s design resource platform at freepik.com, Pikaso is trained on Freepik’s own library of licensed content—images, vectors, and illustrations that Freepik has the rights to use. This training approach does not just reduce copyright risk; it eliminates the primary source of it.
This is not a marketing angle. It is an architectural decision with concrete legal and business implications.
Understanding the Copyright Landscape
To appreciate why Pikaso’s approach matters, you need to understand the legal landscape surrounding AI-generated images in 2026.
The Training Data Problem
Generative AI models learn to create images by studying millions of existing images. The quality and diversity of the training data directly determine the quality and versatility of the generated output. The dominant approach in the industry has been to train on massive datasets scraped from the open internet—Common Crawl, LAION-5B, and similar collections that contain billions of images pulled from websites without the knowledge or consent of the copyright holders.
This approach has been challenged in court. Multiple high-profile lawsuits—including cases brought by artists, photographers, and stock image companies—argue that using copyrighted images as training data constitutes infringement. The legal outcomes are still evolving, but the trend is toward greater scrutiny and potential liability.
For businesses using AI-generated images commercially, this creates a risk calculation: if the model that generated your marketing image was trained on copyrighted data, and if the courts rule that such training constitutes infringement, your use of that image could be legally problematic. The risk may be small for any individual image, but at scale—hundreds or thousands of marketing assets generated by AI—the aggregate risk is substantial.
The Output Similarity Problem
Beyond training data, there is the question of output similarity. AI models can occasionally produce images that are recognizably similar to specific works in their training data. A model trained on a photographer’s distinctive style might generate images that are difficult to distinguish from that photographer’s actual work. A model trained on a specific illustration style might produce images that closely resemble the original illustrations.
This similarity creates additional legal risk. Even if the training data question is ultimately resolved in favor of AI companies, output that is substantially similar to a specific copyrighted work could still constitute infringement under existing copyright law.
The Commercial License Gap
Most AI image generators provide licenses that cover the use of generated images but include disclaimers about the training data. These licenses effectively transfer the risk to the user: you can use the image, but if someone claims the image infringes their copyright, the AI company is not responsible.
For individual creators, this risk is manageable. For brands, agencies, and enterprises, it is not. A copyright claim against a major advertising campaign can result in costly litigation, forced campaign withdrawal, and reputational damage. The legal departments of major brands have increasingly flagged AI-generated imagery as a risk area, and some have restricted its use entirely until the legal landscape clarifies.
How Pikaso Solves the Problem
Freepik’s approach with Pikaso addresses the copyright problem at its source: the training data.
Licensed Training Data
Pikaso’s AI models are trained on Freepik’s own content library—a vast collection of images, vectors, illustrations, and design elements that Freepik has licensed from contributors or created in-house. This library represents decades of content acquisition and creator relationships, and Freepik holds clear rights to use this content for any purpose, including AI model training.
The legal significance is substantial. Because the training data is licensed, the primary basis for copyright claims against AI generators—unauthorized use of copyrighted training data—does not apply. Pikaso’s training pipeline does not include scraped internet images or content from datasets of uncertain provenance.
Commercial License Clarity
Images generated by Pikaso come with Freepik’s commercial license, which covers use in advertising, marketing, product design, editorial content, and other commercial contexts. The license is backed by Freepik’s standing as a licensed design resource platform—the same legal framework that has covered Freepik’s stock content for years.
This is not a new or untested licensing model. Freepik has been licensing design resources commercially since its founding, and the extension of that licensing to AI-generated content follows established legal patterns.
Quality Through Curation
An often-overlooked advantage of training on a curated, licensed library rather than a scraped internet dataset is quality control. Internet-scraped datasets contain everything: professional photography, amateur snapshots, memes, screenshots, watermarked images, and corrupted files. Training on this noise produces models that can generate impressive results but also produce unpredictable quality.
Pikaso’s training on Freepik’s curated library means the model has learned from consistently high-quality source material—professional illustrations, vectors, photographs, and design elements. The result is more consistent output quality, particularly for commercial use cases where professional appearance is essential.
Pikaso’s Capabilities
Beyond the copyright advantage, Pikaso offers a capable AI image generation toolset:
Text-to-Image Generation
Describe what you want, and Pikaso generates it. The model handles a wide range of styles—photorealistic, illustration, vector, flat design, 3D render—reflecting the diversity of Freepik’s content library. The results are particularly strong for commercial design styles: marketing imagery, product illustrations, social media graphics, and editorial visuals.
Style Controls
Pikaso provides controls for adjusting the style, color palette, and composition of generated images. You can specify that an image should match a particular aesthetic—“corporate, clean, blue and white” or “playful, illustrated, warm colors”—and Pikaso adjusts its output accordingly. These controls are particularly valuable for brand-consistent content generation.
Image Editing and Refinement
Beyond generation, Pikaso includes editing tools that allow you to modify generated images: inpainting (editing specific regions), outpainting (extending the image beyond its original borders), and style transfer (applying one image’s style to another). These tools bridge the gap between pure generation and practical design work.
Vector Generation
As part of Freepik’s platform, Pikaso can generate vector graphics—scalable illustrations that can be used at any size without quality loss. This is a distinctive capability that most AI image generators do not offer, and it is particularly valuable for logo design, icon creation, and print materials.
Competitive Positioning
Pikaso competes in a market with established players, each offering different strengths:
Adobe Firefly
Adobe Firefly is Pikaso’s closest philosophical competitor, as Adobe also emphasizes commercially safe AI generation trained on licensed content (Adobe Stock). Firefly benefits from deep integration with Creative Cloud applications (Photoshop, Illustrator, Express) and Adobe’s massive enterprise customer base.
Pikaso’s advantages over Firefly include pricing accessibility (Freepik’s plans are significantly cheaper than Creative Cloud), a more diverse style range (particularly for illustration and vector styles), and a more accessible interface for non-designers. Firefly’s advantages include superior integration with professional design tools and a more established enterprise presence.
Midjourney
Midjourney produces some of the most aesthetically striking AI-generated images available, with a distinctive style that has become recognizable. However, Midjourney’s training data includes scraped internet content, creating the copyright uncertainty that Pikaso avoids.
For creative exploration and artistic projects, Midjourney’s output quality is often preferred. For commercial use where copyright clarity is required, Pikaso provides a safer choice.
Shutterstock AI and Getty AI
Both Shutterstock and Getty Images offer AI generation trained on their licensed libraries, similar to Pikaso’s approach. The advantage of Shutterstock and Getty is their massive, decades-old photo libraries, which produce particularly strong photorealistic output.
Pikaso’s advantage is in design diversity—vectors, illustrations, and graphic design styles that stock photo platforms are less strong in—and in pricing accessibility.
Pricing
Freepik offers three tiers that include Pikaso access:
Free: Limited Pikaso generations per day. Sufficient for trying the tool and occasional use but not for regular content production.
Essential: A moderate monthly cost that includes a generous allocation of Pikaso generations along with access to Freepik’s full design resource library. Suitable for freelancers and small businesses.
Premium: The full experience with maximum Pikaso generations, priority processing, and access to all Freepik resources. Designed for agencies, marketing teams, and heavy users.
The pricing is significantly lower than Adobe Creative Cloud, making commercially safe AI generation accessible to businesses of all sizes.
Who Should Use Pikaso
Pikaso is particularly well-suited for:
Marketing teams that need to generate large volumes of brand-consistent visual content for campaigns, social media, and advertising. The commercial license clarity eliminates a category of legal review that slows down content production.
Design agencies that produce content for clients who require IP-clean assets. Pikaso’s licensed training data provides a defensible answer to client questions about copyright.
E-commerce businesses that need product mockups, lifestyle images, and promotional graphics at scale. The combination of generation speed and commercial safety enables rapid content production.
Small businesses that cannot afford professional photography or illustration for every marketing need. Pikaso provides professional-quality visuals at a fraction of the cost.
Content publishers that need editorial illustrations, header images, and visual content at scale. The commercial license covers editorial use without per-image licensing complexity.
Limitations
Pikaso’s approach has trade-offs:
Style range: Because Pikaso is trained on Freepik’s library rather than the entire internet, its style range is bounded by the content in that library. Highly niche or avant-garde styles may be better served by generators with broader training data.
Photorealism: While Pikaso produces good photorealistic output, generators trained on larger photographic datasets (like Shutterstock AI) may produce more convincingly photorealistic results for specific categories.
Community and ecosystem: Pikaso does not have the community ecosystem (custom models, LoRAs, community galleries) that platforms like Midjourney and Civitai offer. For users who value community-driven innovation, this is a limitation.
The Bottom Line
The copyright problem in AI image generation is not going away. As legal frameworks develop and enforcement increases, the businesses that have been using generators with uncertain training data provenance will face increasing risk. Pikaso’s approach—training on licensed content and providing clear commercial licenses—positions it as the safe choice for businesses that need AI-generated imagery at scale.
The trade-off for this safety is a somewhat narrower style range compared to generators trained on the entire internet. For most commercial use cases, this trade-off is overwhelmingly worthwhile. The difference between a slightly narrower style range and a copyright lawsuit is not a close call.
For businesses that care about commercial safety—and that should be every business—Pikaso deserves serious consideration as their primary AI image generation tool.
References
- Freepik. “Freepik: AI Image Generator.” https://www.freepik.com/ai/image-generator
- Freepik. “Pikaso by Freepik.” https://www.freepik.com/pikaso
- Freepik. “Freepik Licensing.” https://www.freepik.com/terms_of_use
- U.S. Copyright Office. “Copyright Registration Guidance: Works Containing Material Generated by Artificial Intelligence.” 2023.
- Adobe. “Adobe Firefly.” https://www.adobe.com/products/firefly.html
- Midjourney. “Midjourney.” https://www.midjourney.com
- Shutterstock. “Shutterstock AI.” https://www.shutterstock.com/ai-image-generator
- Getty Images. “Getty AI.” https://www.gettyimages.com
- Eshraghian, Jason. “Generative AI and Copyright Law.” Harvard Journal of Law & Technology, 2024.
- Sag, Matthew. “Copyright and Artificial Intelligence.” Northwestern University Law Review, 2024.