Perception, like clouds, is shaped more by the observer than the object. One person sees a horse galloping through the sky; another sees a face, a dragon, or nothing at all. The sky doesn’t change—the viewer does. And so it is with images. We do not see the world asContinue Reading
Copyright is a Pillar of Provenance Copyright isn’t just a legal mechanism—it’s also a system of traceability. When a piece of content is protected by copyright: Its origin is clear (who created it, when, and under what rights). Its chain of custody can often be reconstructed (via licenses, credits, metadata,Continue Reading
More and more businesses are waking up to a critical risk: manipulated visual content can inflict lasting damage on brand reputation, customer trust, and ultimately, the bottom line. What was once primarily a concern for news organizations has now become a pressing issue for any company using images and videoContinue Reading
By now, we’ve all heard the stories: generative AI devours copyrighted content for breakfast. And while there’s been a lot of noise, little to nothing has been done about it. Photographers and videographers keep uploading their images online—easy pickings for scrapers—while lawmakers stand frozen, terrified that regulating too hard mightContinue Reading
In the fast-paced world of online retail, visuals aren’t merely a factor—they’re decisive. As e-commerce continues to dominate consumer habits, the way products are photographed, edited, and displayed has become an urgent priority. But beneath the surface, a quiet revolution is underway. The recent Photoroom report, Clothing Photography and PhotoContinue Reading
What if every photograph that could ever be taken already exists? Not in the sense that someone has already captured them, but in the sense that they are all possible, waiting to be revealed. How AI Generates Images: Deconstructing and Reassembling Reality Generative AI doesn’t “copy” images from its trainingContinue Reading
They like the tool, but they don’t like the perceived demonization: After Instagram instituted a label on images to clearly identify those that were AI-generated, many photographers stood up in arms, angry that it also included images retouched using AI. “It is not the same,” they say. “Retouching,” they say,Continue Reading
In today’s hyper-connected world, we’re facing an unprecedented deluge of digital content. From photos and videos to articles, books, and music, the sheer volume of available material is staggering. But what happens when there’s simply too much content? The Content Explosion: By the Numbers To truly grasp the scale ofContinue Reading
As we progress in our new decade, an invisible crisis is unfolding. In our digital age, where images can be manipulated effortlessly or generated entirely by artificial intelligence, our faith in what we see is crumbling. Since we rely on our senses to make decisions about the world—particularly our senseContinue Reading
On January 14, 2014, photographer Narciso Contreras was dismissed by AP for editing a war photo, raising issues of journalistic integrity and trust. Recent advancements like the Content Credentials metadata framework aim to restore authenticity in images, flagging edits and AI involvement. Major tech companies, camera manufacturers, and news agencies are adopting this transparency standard, signaling a paradigm shift in the credibility of visual content.Continue Reading