NLP
Conversational AI
AI that can have natural back-and-forth conversations with humans, chatbots, voice assistants, and customer service bots.
Definition
AI systems designed for natural language dialogue with users. Combines NLU, dialogue management, and NLG to maintain multi-turn conversations. Includes chatbots, voice assistants, and interactive agents.
Why it matters
The most visible consumer application of AI, from Alexa to customer service bots handling millions of interactions.
Related terms in NLP
BERT
Google's breakthrough AI model that reads sentences in both directions at once to understand context better.
Chain of Thought (CoT)
Asking an AI to "show its work" and think step-by-step, which makes it much better at solving math and logic problems.
Context Window
The maximum amount of text an AI can read and consider at one time, like how many pages of notes it can hold in its head.
Embeddings
Converting words, images, or data into lists of numbers that capture their meaning, so similar things are mathematically close together.
From vocabulary to outcomes
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