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Podcast
The Great AI Debate: Do AI Models Truly ‘Get’ It? (Ep. 26)
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's better: laser or phototherapy?
Laser therapy is actually a type of phototherapy. Both rely on light to trigger changes in the skin, but they work differently. Phototherapy usually means a narrow-band UV (NB-...
- Does vitiligo increase the risk of skin cancer?
No, it does not. Despite common misconceptions, people with vitiligo are actually at a lower risk of developing skin cancer—including both nonmelanoma skin cancer (NMSC) and mal...
- Can a gluten-free diet help with vitiligo?
It's very unlikely. We have specifically looked into claims that gluten-free diet may ease symptoms of vitiligo, or completely reverse it, and found no firm scientific evidence ...
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.