Research Lab
Welcome to the Research page of 22 Minds AI. This section highlights our ongoing research efforts, achievements, and contributions to the field of AI and machine learning. Here, we publish our latest research topics, papers, and projects, reflecting our commitment to advancing the frontiers of technology and contributing to the broader scientific community.
Our research covers various aspects of AI, including small-scale language models, natural language processing (NLP), machine learning applications, and innovations in AI-powered devices. We invite you to explore our work and stay up-to-date with our most recent publications.
Our Research Focus
At 22 Minds AI, our research is driven by the goal of making artificial intelligence more efficient, accessible, and secure. We focus on areas that have the potential to transform industries and improve everyday life. Some of the core research themes include:
- Small-Scale Language Models for Home Devices
Exploring the feasibility and benefits of training compact language models (e.g., 220M parameters) for resource-constrained devices in smart homes, security systems, and personal health gadgets. - Privacy-Preserving AI
Investigating techniques to run AI models locally on devices, ensuring user data remains private and secure while maintaining high performance and responsiveness. - Efficient Machine Learning Algorithms
Developing optimized algorithms that allow AI models to function in real-time on devices with limited computational resources, improving accessibility and reducing environmental impact. - AI-Powered Home Automation
Examining the potential of AI to enhance home automation systems, including smart assistants, security systems, and appliances, with natural language processing capabilities. - Human-AI Interaction
Researching how AI can better understand and engage with humans through intuitive interfaces, including voice, gestures, and contextual awareness.