Our work is entirely funded by private donations – we receive no money from government. Your money will help us continue funding research into vitiligo and supporting people affected by the condition.
Podcast
Do large language models like ChatGPT or Deep Seek actually understand the world, or are they just really good at faking it?
In this episode, we dig into the debate: are LLMs building genuine “world models” or just recycling patterns from massive datasets? We’ll explore real-world AI fails, like the skin lesion detector that linked rulers to cancer, and what that means for AI in diagnosing conditions like vitiligo.
Tune in to get the real story behind AI’s so-called “understanding.”
Suggested reading:
- Do AI Models Really Understand the World of Vitiligo?
- Cheaper AI, Higher Stakes: What Startups and Big Pharma Must Know

FAQOther Questions
- What causes vitiligo?
Surprisingly, the causes of vitiligo are yet to be precisely established. Researchers know the cause is pre-wired in your genes, just waiting for a bad luck moment. In about hal...
- I have a new job - should I tell colleagues about my vitiligo?
Starting a new job can be both exciting and nerve-wracking—especially if you’re concerned about stares or questions regarding your skin. Taking a proactive approach can help eas...
- Does halo nevi affect vitiligo development?
Halo nevi (also known as Sutton's nevi) are characterized by a mole that's surrounded by a ring of depigmented or lighter skin. While both halo nevi and vitiligo involve the des...
Though it is not always easy to treat vitiligo, there is much to be gained by clearly understanding the diagnosis, the future implications, treatment options and their outcomes.
Many people deal with vitiligo while remaining in the public eye, maintaining a positive outlook, and having a successful career.
Copyright (C) Bodolóczki JúliaBy taking a little time to fill in the anonymous questionnaire, you can help researchers better understand and fight vitiligo.