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

Cloudflare Gateway depicted as a digital toll booth or warehouse for internet traffic.

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

Colorful photography prints highlighting artistic expression and industry trends.

AI Everywhere, But Not All the Time Every October in San Francisco, where robot taxis are busily roaming the streets, something peculiar happens. The photography industry’s old guard—print manufacturers, stock agencies, software makers—sits down with its new blood: the brilliant engineers building AI-powered photo services, mobile apps, editing tools, andContinue Reading

So, What Do We Mean by “Authentic”? The word has been bounced around a lot lately. Understandably. But under different keyboards, it means entirely different things. We’re using one word for two very different ideas. The “Authentic” Feeling Who talks about authenticity? Marketers. They are painfully obsessed with connecting withContinue Reading

Colorful collection of stickers and graffiti highlighting the tension between text and visuals.

The evolution from cave paintings to written text took millennia. The return journey might just be around the corner Human communication began with images. Long before the first written word, our ancestors painted scenes on cave walls, not as decoration, but as visual communication systems that conveyed complex ideas aboutContinue Reading

a green landscape with flowers and green grass slowly morphing into a digital landsape full of electronic circuitry and led

 As the internet evolves into an AI agent repository database, filled with text, images, videos, and sounds specifically built to be used and consumed by AI systems, we can envision a segregated internet area solely reserved for real human beings, where access is predicated on proving one’s humanity through increasinglyContinue Reading

Elegant black high heels with pointed toes and stiletto heels.

When MANGO launched its first fully AI-generated ad campaign last year, it made headlines: one of the first major fashion brands to swap models and sets for pixels and prompts. But now it’s gone a step further. This time, it’s not just campaign visuals or aspirational lookbooks. MANGO has begunContinue Reading