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
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
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
The promise is seductive: generate product photography in seconds, automate image editing at scale, produce marketing visuals without the overhead of traditional production. Generative AI tools for visual content have moved from experimental curiosity to operational necessity faster than most compliance frameworks can adapt. If your organizationContinue Reading
Cloudflare acquired Human Native on January 15, 2026. The London startup had built a marketplace connecting content owners with AI companies seeking training data. The deal completes an 18-month infrastructure build, but the strategic question remains: is Cloudflare operating a toll booth that charges for passage, a warehouse that aggregatesContinue Reading
You can listen to the article here ( ~ 15 minutes): For 150 years, photography’s power rested on a simple fact: cameras don’t explain, they describe. Now we’re building systems that do both, and the implications for everyone who creates, manages, or verifies visual content are just starting toContinue Reading
What happens when images no longer need to be real, but still demand authority? When the BBC, the State Department, or Apple publishes an AI-generated image, viewers trust it. The label saying “AI-generated” doesn’t change that. If anything, the label reinforces trust – it shows the institution isn’t hiding anything.Continue Reading