Dermatology is supposed to be easy for AI. Clear patterns. Visual clues. Image-based recognition. If there is one medical field where large language models should shine, it is skin. So we pushed them there. What we found was not simple misclassification. It was something more subtle and far more concerning.
Cancer can feel overwhelming and frightening, especially with the amount of information and misinformation surrounding it. But here’s the empowering truth: while not every case can be prevented, a significant portion of cancer risk is influenced by everyday habits. Decades of research show that consistent lifestyle choices, even small,
AI in healthcare does not fail loudly. It does not throw an error message. It does not say “I don’t know.” It speaks calmly. It explains confidently. It sounds clinical. And sometimes, it is completely wrong. As part of our Human-in-the-Loop red-teaming evaluations at iCliniq, we test models in
That first sip of coffee feels like a warm hug, but sometimes, your heart feels it more than your brain does. When caffeine crosses your personal limit, the buzz can turn into stress without warning. Most people think coffee only wakes the brain, but caffeine reaches the heart within minutes.