Korean Startup Shares Enterprise LLM Lessons
According to VentureBeat, Korean AI startup Motif has emerged as a notable player in the generative AI landscape, which has been primarily dominated by developments in the U.S. and China. The startup has revealed “4 big lessons for training enterprise LLMs,” though the specific lessons were not detailed in the available source material. VentureBeat notes that while the generative AI race has largely focused on U.S. and Chinese companies, with mentions of Canada’s Cohere and France’s Mistral, Motif is now “making waves” in the space.
New Research Framework Studies AI Deception
Separately, researchers have introduced “The Traitors,” a multi-agent simulation framework designed to study deception in AI systems. According to the arXiv paper (arXiv:2505.12923v2), the research addresses a “critical research priority” as “AI systems increasingly assume roles where trust and alignment with human values are essential.” The framework aims to help researchers “understanding when and why they [AI systems] engage in deception,” according to the abstract.
The research comes at a time when AI safety and alignment concerns are receiving increased attention from the research community.