What is LEXICONIC?

• Interconnected AI Ecosystems: LEXICONIC builds systems that integrate targeted models such as language learning chatbots behind a comprehensive linguistic LLM. This enables more powerful and efficient learning experiences. Such integrated ecosystems are beginning to emerge where language learning bots are built on top of LLMs to enable personalized, interactive learning. 

• Focus on the Arts & Humanities: LEXICONIC targets the arts, humanities, and sciences—fields that have traditionally been the domain of human learning and creativity. This approach seeks to enhance rather than replace human learning and creativity. This larger trend of integrating AI with the humanities has the potential to address ethical, creative, and anthropological questions in education and society. 

• SLMs and LLMs: LEXICONIC uses both SLMs and LLMs. SLMs are tuned for efficiency and the resource constraints of specific applications through pruning, quantization, and low-rank factorization, and can be used for lightweight systems. LLMs provide the scale and depth needed for robust understanding and generation of language. 

• Democratizing Educational Support: LEXICONIC’s portfolio democratizes personalized, intelligent tutoring and creative support to enrich a variety of learning environments, and supports education equity and innovation.