At CTIC, predictive and simulation AI focuses on advanced models to predict and simulate future events, integrating machine learning and deep learning techniques and encompassing the following lines of work:
- Model explainability: transparent and understandable AI models, especially in sensitive contexts such as health.
- Machine learning algorithms to analyse historical data and forecast future events, as well as simulate them
- Quantum Machine Learning: Exploring how quantum computing can power machine learning
CTIC will develop advanced and customised Generative Artificial Intelligence solutions, in diverse applications and always keeping a focus on the reliability and ethics of AI.
The main lines of work are:
- Generative AI of texts: Implementation of open source foundational models
- Image generative AI: creation of both visual content and immersive environments.
- Development of intelligent assistants for specific contexts and digital humans
At CTIC, language technologies are implemented from a dual perspective: from a technology development point of view, we create advanced language models, including purpose-specific foundational models.
Special attention is paid to the adaptability to specific languages as well as to the energy efficiency of the systems (Green NLP).
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