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The Ghibli Trend: A Digital Delight with a Privacy Price

The viral Ghibli trend turned millions of personal photos into animated art via AI, but beneath the charm lie enduring privacy concerns, facial data misuse risks, and questions around user consent.

The Ghibli Trend: A Digital Delight with a Privacy Price

Unless you have been completely unplugged from the digital realm, you have likely encountered the explosion of Ghibli-style images on social media. Over the past few weeks, OpenAI’s artificial intelligence (AI) chatbot has sparked a massive online trend, letting users transform their photos into charming, hand-drawn visuals inspired by Studio Ghibli classics like Spirited Away and My Neighbour Totoro. From selfies to historical scenes, the feature has captivated millions.

However, behind this enchanting movement lurk critical concerns. As people eagerly submit photos of themselves, friends, and even pets, privacy advocates are sounding alarms. Experts warn that by sharing these images, users may be unknowingly contributing to the training of AI models, with long-term consequences.

One major risk is data permanence. Once facial data is uploaded online, it can become part of the internet forever, vulnerable to exploitation by malicious actors. Cybercrimes such as identity theft and deepfake generation are plausible threats streaming from this data misuse. Experts are particularly wary of how the data cloud resurfaces decades later, used in ways that the original shares never intended.

The trend took off after OpenAI rolled out image-generation features in ChatGPT via the GPT-40 model in late March. This model introduced several upgrades, such as the ability to process user-uploaded images. GPT-40 added a personalized dimension that struck a chord with users. Software engineer Grant Slatton is credited with catalyzing the trend, sharing a post that went viral with over 52 million views.

As the feature spread like wildfire, even brands and government pages, including MyGovIndia, joined in. Celebrities like Amitabh Bachchan and Sachin Tendulkar further amplified its popularity.

Still, concerns remain. OpenAI’s support pages confirm that it collects user-submitted content, including images, unless users opt out. However, this opt-out feature is buried in the terms of use, not presented upfront. As Ripudaman Sanger from Globallogic notes, “Even if a company removes user data from its storage systems, reversing the training process is extremely difficult.”

Pratim Mukherjee of McAfee echoes the concern: “Once a photo is uploaded, it’s not always clear what the platform does with it.” In a breach scenario, the implications could be devastating.

Gagan Aggarwal from CloudSEK adds, “Facial features are permanent identifiers. Even decades later, leaked images pose risks.”

As Google’s Veo 3 and similar technologies advance, this is just the beginning. The key is not fear, but awareness. As Mukherjee puts it, “Users shouldn't have to trade their privacy for a bit of digital fun.”

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Jun 6, 2025