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

….. if they understood what they actually have For two decades, photo agencies have been selling pixels. The price of those pixels has been falling for almost as long, and generative AI has now removed the floor entirely. The conversation inside the industry has narrowed to a single question: howContinue Reading

Children paying with a cell phone taking pictures of themselves in what seems to be India

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

AI Content Labeling for Social Platforms.

India has implemented a new rule mandating media platforms to label AI-generated content and retain metadata, effective February 20. This regulation reflects a broader trend alongside similar policies in China and the EU, emphasizing the importance of metadata for compliance and authenticity. Platforms must adapt quickly to avoid penalties.Continue Reading

The quest for content authenticity amidst generative AI has led to various solutions, primarily blockchain and centralized platforms. However, these often create access barriers, undermining true distributed trust. Effective trust infrastructure needs universal accessibility, avoiding monetization that limits access. Solutions must resist becoming rent-seeking mechanisms, ensuring long-term and equitable verification systems.Continue Reading