NLP
Reasoning (AI Reasoning)
An AI's ability to think logically, draw conclusions, and solve problems that require more than pattern matching.
Definition
The capability of AI models to perform logical deduction, causal inference, mathematical computation, and multi-step problem solving. Enhanced through techniques like chain-of-thought and self-consistency.
Why it matters
The frontier of AI capability, models that can reason well are dramatically more useful than those that can only pattern-match.
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.
Conversational AI
AI that can have natural back-and-forth conversations with humans, chatbots, voice assistants, and customer service bots.
From vocabulary to outcomes
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