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Bench Talk for Design Engineers

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Bench Talk for Design Engineers | The Official Blog of Mouser Electronics


New Tech Tuesdays: Genesis of ChatGPT: A Revolutionary AI Chatbot Rudy Ramos

New Tech Tuesdays

Join Rudy Ramos for a weekly look at all things interesting, new, and noteworthy for design engineers.

The advent of ChatGPT has marked a pivotal moment in the development of artificial intelligence (AI). This language model has taken the world by storm, showcasing AI’s incredible potential to revolutionize various aspects of our lives. Chances are that by now, you have encountered the emergence of AI chatbots and are probably wondering how these have grown so quickly, and where they will go.

In this week’s New Tech Tuesday, we examine the rise of ChatGPT and explore its impact on the evolution of AI and diverse applications across various industries.

ChatGPT: A Journey of Progress and Potential

ChatGPT, developed by OpenAI, has captivated the tech world with its remarkable ability to understand and respond to human language in a conversational manner. Since its release in November 2022, ChatGPT has garnered immense popularity, attracting over one million users within just five days.[1] This AI generative pre-trained transformer (GPT) chatbot, particularly GPT-4, is built upon the foundation of large language models (LLMs).

ChatGPT utilizes transformer-based models, a type of neural network architecture, to process and generate human language. Deep learning is a subset of machine learning (ML) that employs artificial neural networks (ANNs) with representation learning techniques (Figure 1). These advanced techniques allow the algorithms to progressively extract higher-level features and meaningful patterns from the raw data to create representations that reveal detailed hidden features that are easier to understand and process.

Figure 1: Deep learning is a subset of machine learning that extends the feature extraction process for more advanced classification. (Source: VectorMine/stock.adobe.com)

However, the use of these AI tools is not without drawbacks. Numerous ethical considerations exist, ranging from corporate security and data leakage to individual confidentiality and privacy, intellectual property issues, social justice, safety, bias, responsibility, autonomy and compliance, and constraints on future AI growth.[2]

AI Chatbot Applications Transforming Industries

Already, AI chatbots have demonstrated their versatility by finding applications in a wide range of industries. For example, ChatGPT's ability to understand and respond to customer inquiries has made it a valuable tool for automating customer service tasks, improving response times, and enhancing customer satisfaction.

AI chatbots have the potential to revolutionize education by providing personalized tutoring assistance, generating educational content, and facilitating interactive learning experiences. In the business world, for instance, ChatGPT can automate various tasks, such as drafting emails, analyzing data, and generating reports that help improve productivity and efficiency in the workplace. The healthcare industry is already starting to reap the benefits of AIs. ChatGPT has applications in clinical decision support, medical recordkeeping, and analyzing medical literature, aiding healthcare professionals in providing better care to patients.

The Future of ChatGPT and AI Development

ChatGPT will likely continue to improve its capabilities, becoming even more accurate, comprehensive, and diverse in its responses. Some of the key driving factors behind this rise in AI-powered chatbots include the proliferation of development tools, the closer relationship between software and electronics, and the complexities of modern applications lending themselves to the sharing of information and the need for solutions to difficult problems.

In the coming years, it is highly probable that the electronics industry will be greatly influenced by open-source AI software solutions and related hardware.

The Newest Products for Your Newest Designs®

This week's New Tech Tuesday features a product from Seeed Studio that offers the ability to bring imaginative AI concepts to life.

The Seeed Studio NVIDIA Jetson Orin Nano 8GB Developer Kit offers engineers and developers a robust platform for AI projects. With its compact size and powerful Jetson Orin Nano 8GB module, delivering up to 40 TOPS AI performance, this kit is an excellent choice for edge AI applications. Its ease of use simplifies the development process, allowing quick prototyping and testing of AI algorithms. Additionally, the kit supports running modern AI models efficiently, making it suitable for a wide range of applications.

Tuesday’s Takeaway

ChatGPT's journey has just begun, and its potential for further development is vast. We can anticipate ongoing evolution and progress in the field of AI, with ChatGPT and similar AI chatbots playing a pivotal role in reshaping our world in profound ways. From transforming the way we interact with technology and communicate with each other to helping humanity solve many of its complex problems.

   

Sources:

[1] “ChatGPT Crosses 1 Million Users Five Days after Launch - Tech Startups,” December 5, 2022, https://techstartups.com/2022/12/05/chatgpt-crosses-1-million-users-five-days-launch/.
[2] Jerry Cuomo, “Exploring the Risks and Alternatives of ChatGPT: Paving a Path to Trustworthy AI,” IBM Blog, August 16, 2023, https://www.ibm.com/blog/exploring-the-risks-and-alternatives-of-chatgpt-paving-a-path-to-trustworthy-ai/.



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Rudy RamosRudy is a member of the Technical Content Marketing team at Mouser Electronics, bringing 35+ years of expertise in advanced electromechanical systems, robotics, pneumatics, vacuum systems, high voltage, semiconductor manufacturing, military hardware, and project management. As a technology subject matter expert, Rudy supports global marketing efforts through his extensive product knowledge and by creating and editing technical content for Mouser's website. Rudy has authored technical articles appearing in engineering websites and holds a BS in Technical Management and an MBA with a concentration in Project Management. Prior to Mouser, Rudy worked for National Semiconductor and Texas Instruments.


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