Human-AI-Interaction: We need to think more about AI usability

AI systems are different from conventional software systems. And this matters. In my job to develop and implement machine learning and AI services for multiple industrial use cases. As we deal with related quality and security challenges, it has become clear to me that we need to spend more time thinking through the user experience (UX) of these systems. They are different from conventional software systems and this has implications for usability and design....

March 9, 2024 · 3 min · DefJM

CTFs on AI? - Part 1: LLM Prompt Injection Attacks - Gandalf & LLM CTF SaTML 2024

Capture the Flag competitions on Large Language Models Capture the flag competitions are a great way of learning cybersecurity concepts and tools. There is an introductory article on CTFs by Hack The Box, in which they define CTFs as follows: A CTF (aka Capture the Flag) is a competition where teams or individuals have to solve several Challenges. The one that solves/collects most flags the fastest wins the competition. Applying this concept to large language models and chatbots is a recent and interesting development....

January 27, 2024 · 6 min · DefJM