What tasks can AI solve better than Humans?

As artificial intelligence continues to evolve and integrate into various aspects of our lives, a diverse array of tasks has emerged at the forefront of this technological revolution. From natural language processing that powers chatbots to computer vision enabling facial recognition, the most popular AI tasks are r eshaping industries and enhancing user experiences. This chapter explores the most prominent AI tasks currently in demand, highlighting their significance and real-world applications in transforming how we interact with technology.

AI natural language tasks

• Text Classification
• Token Classification
• Table Question Answering
• Question Answering
• Zero-Shot Classification
• Translation
• Summarization
• Feature Extraction
• Text Generation
• Text2Text Generation
• Fill-Mask
• Sentence Similarity

AI audio tasks

• Text-to-Speech
• Text-to-Audio
• Automatic Speech Recognition
• Audio-to-Audio
• Audio Classification
• Voice Activity Detection

AI computer vision tasks

• Depth Estimation
• Image Classification
• Object Detection
• Image Segmentation
• Text-to-Image
• Image-to-Text
• Image-to-Image
• Image-to-Video
• Unconditional Image Generation
• Video Classification
• Text-to-Video
• Zero-Shot Image Classification
• Mask Generation
• Zero-Shot Object Detection
• Text-to-3D
• Image-to-3D
• Image Feature Extraction
• Keypoint Detection

AI tabular tasks

• Tabular Classification
• Tabular Regression
• Time Series Forecasting

AI learning tasks

• Reinforcement Learning
• Robotics
• Graph Machine Learning

AI multimodal tasks

• Image-Text-to-Text
• Visual Question Answering
• Document Question Answering
• Video-Text-to-Text
• Any-to-Any

More information

• What tasks can AI solve better than Humans?
• How to find data for training AI models
• AI and LLM Terms and Definitions
• How Large Language Models (LLMs) work
• AI Architectures