Beyond Narrow AI: Opportunities and Challenges in Building Generative AI Solutions

Talk:

• Current mainstream AI in industry is Narrow AI, that can only learn one specific task by memorising a tremendous amount of labelled data. Narrow AI faces great challenges like high cost of data labelling, lack of explainability, poor support for multiple tasks and vulnerability to outliers in data.
• Generative AI, like GAN, GPT-3 and Alpha Go, attracts great attention as it shows deep neural networks can learn itself to generate high quality data superior to Narrow AI.
• This talk will give insights into recent trend of applied Generative AI in computer vision, natural language processing and automated planning.