Set in a future where humans have colonized various planets throughout the galaxy, this universe is characterized by a clear divide between the Earth and the Spacer worlds.Įarth, overpopulated and technologically limited, is inhabited by humans who live in vast, domed cities known as caves of steel, where robots are generally feared and distrusted. Asimovs Robots SeriesĪsimovs Robot universe is a vast and intricate world that spans numerous novels, short stories, and interconnected series.
One, Zero or Few shot prompting: Providing zero, one or a few examples of question/answers to help set the context for the AI and constrain it along a specific path and get more accurate results. Role Prompting: You specialize the context of the AI to a particular specialized role that will help lead to more accurate results.
Least to Most prompting: Breaking a problem into sub problems then solving each one to lead the AI in a certain direction to the final solution. Prompt Adaptability: yield expected and accurate results across differently trained AI models.Ĭhain of Thought Prompting: The prompt includes a chain of reasoning that illuminates the reasoning process required to solve the problem. Prompt Context: Sufficient context within the prompt, such as background information or examples, is essential to guide the AI system towards producing the desired output. Prompt Precision: Designed to target the specific information or output desired from the AI. Prompt Clarity: The prompt must be clear and unambiguous, leaving no room for misinterpretation by the AI. Prompt engineering combines elements of logic, coding, art and language. With the emergence of AI, particularly natural language processing models, prompt engineering has gained significance as a means to improve the effectiveness and user experience of AI systems. It involves deliberate and systematic design and refinement of prompts and underlying data structures to manipulate AI systems towards achieving specific and desired outputs. Prompt engineering is a process in which input prompts to an AI large language model are crafted and refined to generate accurate, relevant, and useful output. The hottest new programming language is English Prompt Engineering - The Background and History Isaac Asimov, a visionary in the realm of science fiction, unknowingly pioneered modern prompt engineering through his thought-provoking exploration of human-robot interactions in his groundbreaking Robot Series.
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