Weak artificial intelligence (AI), also known as narrow AI, is a type of AI that is designed to perform a specific task or a limited range of tasks. It excels in its designated area but lacks the general intelligence and adaptability of human-like or strong AI.
Current AI systems like voice assistants and self-driving cars are examples of weak AI.
Characteristics of Weak AI
Task-Specific
Weak AI is built to perform a particular function, such as image recognition, language translation, or recommendation algorithms.
Limited Capabilities
It cannot generalize its knowledge or skills to new or unrelated tasks.
No Consciousness
Weak AI does not possess self-awareness, genuine understanding, or sentience.
Relies on Predefined Rules
It operates within the boundaries of the data and algorithms it was trained on.
Examples of Weak AI
Voice Assistants
Siri, Alexa, Google Assistant
Chatbots
Customer service bots, ChatGPT
Email Filters
Spam detection systems
Self-Driving Cars
Autonomous vehicle systems
Important Note
Generative AI is experimental. While impressive, it still falls under the category of weak AI as it operates within predefined parameters and lacks true understanding or consciousness.
Information sourced from: Google Search - Weak AI