Yapay zekâ belirsizlikle çalışmak hakkında bize ne öğretebilir | Ruth Flaherty | TEDxUniversity of Suffolk

Bu konuşma, Suffolk Üniversitesi'nde Kıdemli Öğretim Görevlisi olan Dr Ruth Flaherty tarafından yapılmıştır. Belirsizliğin iş, eğitim ve günlük yaşamda eyleme nasıl engel olabileceğini ele alır. Yapay zekâyı örnek olarak kullanır: kesinlik beklemeden bildiklerinden yararlanır, hareket eder, geri bildirimden öğrenir ve ilerler. Konuşma, bu tutumun değişimle karşı karşıya olan kişi ve kuruluşlar için de değerli olabileceğini savunur. Bağımsız olarak yerel bir topluluk tarafından düzenlenen bir TEDx etkinliğinde sunulmuştur.

• Belirsizlik iş, eğitim ve günlük yaşamda eylemi durdurabilir
• Yapay zekâ kesinlik olmadan yanıt verir, öğrenir ve uyum sağlar
• Bilgi eylem, yansıtma ve sürekli öğrenmeyle oluşur

Uncertainty often stops us from taking action, whether in business, education, or everyday life. This talk explores an unexpected lesson from AI: it doesn’t wait for certainty before responding. It draws on what it knows, acts, learns from feedback, and moves forward. While AI can make mistakes, its willingness to adapt offers a valuable mindset for people and organisations facing change. Drawing on critical-creative theory and legal expertise, this talk challenges the belief that we need perfect information before acting. Instead, it shows how knowledge is built through action, reflection, and continuous learning. With Suffolk’s strong communities, growing creative industries, and thriving education sector, embracing this approach can help unlock innovation, confidence, and positive change. The future belongs to those willing to take the next step—even without all the answers. Dr Ruth Flaherty is a Senior Lecturer in Law at the University of Suffolk, where she has spent over six years teaching, researching, and working with local communities. A finalist for Oxford University Press Law Teacher of the Year 2024 and a Fellow of the Higher Education Academy, she combines academic expertise with practical impact. Her ESRC-funded PhD explored creativity, ownership, and knowledge in digital spaces, focusing on the intersection of law, technology, and human behaviour. Ruth has published internationally and contributed to government consultations on AI, innovation, and creativity. She has also led initiatives supporting Suffolk's SMEs and innovators, helping them navigate uncertainty and growth. Her work brings together law, technology, creativity, and decision-making to offer practical insights for positive change. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at https://www.ted.com/tedx