The current crop of AI image-authenticity tools tends to do one thing. You upload a photograph, the tool returns a number. 73% likely AI-generated. 0.21 confidence of manipulation. The number is supposed to settle the question. It doesn’t, of course, because the number is a statistical probability that the imageContinue Reading
Everyone in the visual content industry agrees, at least publicly, that authentic imagery should be worth more than AI-generated slop. Photographers say it. Agencies say it. Publishers say it. I’ve said it myself, many times, in this publication and elsewhere. Provenance matters. Trust matters. Reality matters. And yet, nothingContinue Reading
There is an assumption running through every conversation about AI and creative work. It goes like this: creativity is about the idea. The vision, the concept, the spark. Everything that follows, the execution, the craft, the labor of making, is downstream. Important, maybe, but secondary. The genius is in knowingContinue Reading
Fifteen months ago, right here in Kaptur, I asked a simple question: who actually needs a video generation tool? Not movie makers. Not documentarians. Not the millions of people who already have one of the most powerful video-creation instruments ever invented: a phone in their pocket. My argument was straightforward:Continue Reading
The AI product imagery industry has a favorite word: efficiency. Every pitch deck, every tool landing page, every case study opens with the same promise: faster, cheaper, more. Photoroom will generate your lifestyle shots in seconds. Pebblely will give you 40 background variations before lunch. Adcreative.ai will instantly turn simpleContinue Reading
On March 10, the European Parliament voted overwhelmingly to demand a new licensing framework for AI training. Across the Atlantic, private data brokers are raising tens of millions to license content directly. Both approaches claim to solve the same problem. Neither does. The Axel Voss resolution passed with 460 votesContinue Reading
The Getty–Shutterstock merger has a real competition problem. It also has no clean remedy. In June 2026, the UK’s Competition and Markets Authority will render its final verdict on the Getty Images–Shutterstock merger. Based on everything that has emerged from the investigation, the most likely outcome is a yes, but.Continue Reading
Eleven years ago, I coined a term. I called them the photo generation. The piece ran on Kaptur in April 2015, prompted by a Facebook study: 53% of US teens said Instagram helped define who they were, 63% used it to document their lives, and a third checked it beforeContinue Reading
The emergence of new tools aims to solve the long-standing issue of unreliable image provenance caused by stripped metadata. Trust in visual content depends on the relationships with creators, rather than just the content itself. Current advancements focus on cryptographic verification and binding, fostering accountability and trust within the digital landscape.Continue Reading
Until now, you have been the author of your own life. Not in the romantic sense — you don’t control everything that happens to you. But you controlled the telling. What you revealed and to whom. What you let recede into memory and what you chose to carry forward. TheContinue Reading