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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
- 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...
- What are risks of oral and topical corticosteroids?
Corticosteroid drugs (like hydrocortisone, and others) are often used for treating vitiligo. By mimicing the effects of hormones your body produces naturally in your adrenal gla...
- Polypodium leucotomos as an adjunct treatment for vitiligo?
The tropical fern Polypodium leucotomos (also known as Polypodium aureum) and its relative Polypodium decumanumhave shown potential benefits for managing vitiligo and other auto...
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.