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Home Legal Tech & AI

ChatGPT (and LLMs in General) Limitations and Points of Attention

27 November 2023
in Legal Tech & AI
LLM & GPT: What Are They and How Do They Work?

Knowing Them and Avoiding Them


THE AUTHOR:
Thomas Latterner, Co-Founder & Chief Technology Officer at Jus Mundi


Dive into an in-depth analysis of ChatGPT the intricate challenges and implications surrounding Large Language Models (LLMs) like ChatGPT, exploring the technical, ethical, and environmental dimensions.

These models, while versatile, face challenges in handling complexity and may fall short on intricate tasks. ChatGPT also exhibits limitations in mathematical problem-solving and occasionally “hallucinates” fictitious facts.

The absence of source citations raises plagiarism concerns, emphasizing the need for cautious use. Environmental impact is notable due to high energy consumption during training and daily use. Furthermore, privacy becomes a concern with default access to conversation history, potentially impacting security through the creation of convincing phishing emails.

In this context, understanding and acknowledging these limitations become imperative for the ethical and secure use of LLMs. Adopting appropriate countermeasures is not just a suggestion but a necessity to navigate the complex terrain of these powerful language models.

Interested in learning about the limitations of LLMs and how to use ChatGPT more effectively and responsibly?

Read more

ABOUT THE AUTHOR

Thomas Latterner is a technology enthusiast, entrepreneur, co-founder and CTO at Jus Mundi. With a degree in Information Systems Management, he began his career as a Software Engineer and then IT Project Manager at Capgemini. During his tenure, he collaborated with a diverse range of institutions and companies. With 10 years of experience, Thomas honed his skills in backend development and architecture.

His main focus is to support Jus Mundi’s product and business with R&D and new technologies implementation. One of Thomas’s most notable achievements includes being an integral part of the Jus Mundi Serie A and its subsequent growth. His philosophy is rooted in trust, transparency, mutual assistance, and the art of maintaining simplicity in complex scenarios. Outside of his professional realm, he is passionate about ecology, sustainability, 3D printing, and exploring the latest technological advancements. Thomas is committed to a sustainable future and innovative technological solutions.

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