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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
- Pyrostegia venusta as a folk medicine for vitiligo?
Pyrostegia venusta, also known as “flame vine” or “cipó-de-são-joão,” is a neotropical evergreen vine native to Brazil. It thrives in fields, coastal areas, forest edges, and ro...
- How Vitiligo Changes with Age?
Vitiligo, a condition characterized by the loss of skin pigmentation, can affect individuals at any stage of life. While it often appears before the age of 20, its progression a...
- Can Ginkgo Biloba help with vitiligo?
Ginkgo Biloba offers a promising, simple, and relatively affordable option for managing vitiligo. Known for its anti-inflammatory, immunomodulatory, and antioxidant properties, ...
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.