2 Introduction to MBSE

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The University of Sydney *

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5620

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Electrical Engineering

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Oct 30, 2023

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pdf

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40

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The University of Sydney Page 1 Week 2: Introduction to MBSE Presented by Dong YUAN School of Electrical and Information Engineering dong.yuan@sydney.edu.au
The University of Sydney Page 2 Content Project Theme Introduction to Model Based Software Engineering
The University of Sydney Page 3 About the recent development in AI AI Machine Learning Neural Networks () Deep Learning (DNN) LLM
The University of Sydney Page 4 Large Language Models -> AGI Development of IT in recent 10 years Cloud -> Big Data -> AI/5G -> IoT/Edge Computing applications XaaS becomes the main way for delivering/using applications AGI refers to highly autonomous systems that outperform humans at most economically valuable work. AGI possesses human-like cognitive abilities, as opposed to specialized tasks of Narrow AI. AGI could revolutionize industries, science, and society.
The University of Sydney Page 5 Applications of LLMs Natural Language Understanding Language Translation Named Entity Recognition: Identifying names, places, and more. Sentiment Analysis: LLMs gauge emotions from text data. Content Generation LLMs generate articles, stories, and essays. Crafting engaging and relevant social content. Automated writing for e-commerce platforms. Chatbots and Virtual Assistants LLMs provide instant, personalized responses, and answering queries from vast text sources. Avatar, Natural interactions with AI-driven systems.
The University of Sydney Page 6 Applications of LLMs (cont.) Creative Writing and Art LLMs compose poetry in various styles. Crafting narratives, plots, characters, dialogues. Educational Aids Learning Resources: LLMs generate customized educational content. Summarizing complex topics for students. Language Learning: Contextual language exercises and examples. Accessibility Text-to-Speech: Converting written text into spoken words. Audiobook Production: LLMs narrate books for the visually impaired. LLMs as transformative tools in communication and understanding. Etc.
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