HumAIne HorizonEU Project
HumAIne project is an initiative funded under the European Union's Horizon Europe framework programme and dedicated to pioneering the collaboration between humans and AI-systems for decision-making in dynamic, unstructured environments. The project aims to empower AI solution integrators by creating the HumAIne Operating System (OS), a platform that integrates cutting-edge technologies into a single system to surpass both standalone AI and Human capabilities and transform the landscape of decision-making and problem-solving across five 'Smart Industry' sectors.
The HumAIne OS coordinates four interwind components that offer:
- Active Learning
- Neuro-Symbolic Learning
- Swarm Learning and
- Explainable AI (XAI)
By leveraging these components, the HumAIne OS optimises the AI process and reduces the amount of data needed involving humans when AI uncertainty rises. Plus, it fosters collaboration while maintaining data privacy and merges Deep Learning with Semantics to complete complex tasks with high accuracy. Last but not least, it provides guidance to humans to understand and fine-tune AI models dynamically thus making AI accessible and comprehensible to everyone.