अनिश्चितता के साथ काम करने के बारे में AI हमें क्या सिखा सकता है | Ruth Flaherty | TEDxUniversity of Suffolk

सफ़ोक विश्वविद्यालय में विधि की वरिष्ठ व्याख्याता डॉ. रूथ फ्लाहर्टी इस बात की पड़ताल करती हैं कि व्यापार, शिक्षा और रोज़मर्रा के जीवन में अनिश्चितता लोगों को कार्रवाई से कैसे रोक सकती है। वह AI को उदाहरण के रूप में लेती हैं, जो पूर्ण निश्चितता का इंतज़ार किए बिना प्रतिक्रिया देता है, फ़ीडबैक से सीखता है और आगे बढ़ता है, हालांकि वह गलतियाँ भी कर सकता है। वार्ता सुझाती है कि यह अनुकूलनशील दृष्टिकोण बदलाव का सामना कर रहे लोगों और संगठनों की मदद कर सकता है। यह एक स्वतंत्र रूप से आयोजित TEDx कार्यक्रम में प्रस्तुत की गई।

• अनिश्चितता कार्रवाई को रोक सकती है
• AI पूर्ण निश्चितता के बिना भी फ़ीडबैक से सीखकर अनुकूलित होता है
• ज्ञान कार्रवाई और चिंतन से बनता है

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