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There are two LLMs. One is the target LLM, and another is the prompting LLM. Prompting LLM is presented with example input-output pairs, and asked to generate instructions that could have caused a model following the instructions to generate the outputs, given the inputs. Each of the generated instructions is used to prompt the target LLM ...
Prompt injection is a family of related computer security exploits carried out by getting a machine learning model which was trained to follow human-given instructions (such as an LLM) to follow instructions provided by a malicious user. This stands in contrast to the intended operation of instruction-following systems, wherein the ML model is ...
Few-shot learning and one-shot learning may refer to: Few-shot learning, a form of prompt engineering in generative AI; One-shot learning (computer vision)
The ReAct pattern, a portmanteau of "Reason + Act", constructs an agent out of an LLM, using the LLM as a planner. The LLM is prompted to "think out loud". The LLM is prompted to "think out loud". Specifically, the language model is prompted with a textual description of the environment, a goal, a list of possible actions, and a record of the ...
The name is a play on words based on the earlier concept of one-shot learning, in which classification can be learned from only one, or a few, examples. Zero-shot methods generally work by associating observed and non-observed classes through some form of auxiliary information, which encodes observable distinguishing properties of objects. [ 1 ]
The Pendleton Civil Service Reform Act is a United States federal law passed by the 47th United States Congress and signed into law by President Chester A. Arthur on January 16, 1883. The act mandates that most positions within the federal government should be awarded on the basis of merit instead of political patronage.
The term Solomon Amendment has been applied to several provisions of U.S. law originally sponsored by U.S. Representative Gerald B. H. Solomon (R-NY).. The 1982 Solomon Amendment was an amendment to a federal education bill that made compliance with the registration requirements of the Military Selective Service Act a condition of eligibility for federal financial aid for higher education, and ...
[1] [2] In some cases, students, with prompting, produce results in a language other than the one he or she has been exposed, indicating facilitator, rather than student authorship. [1] Facilitators, sympathetic to the RPM goals of ensuring student success, may unknowingly, unintentionally, or unconsciously move the letter board to achieve the ...