LLM Reliability for Real-Time Data
A financial analyst asks a standard large language model, whose training data is one year old, to provide a summary of today's stock market performance. Explain why the model's response would be unreliable, specifically referencing the nature of its knowledge base.
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Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Application in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
Related
RAG for Fact-Intensive Tasks
Grounding LLM Responses with External Sources in RAG
Evaluating LLM Suitability for a Business Task
A company deploys a customer support chatbot powered by a standard large language model that completed its training in late 2022. When a customer asks for instructions on how to use a new feature released in the current year, the chatbot provides inaccurate information, stating the feature does not exist. Which of the following best explains the fundamental reason for this failure?
LLM Reliability for Real-Time Data