What is
Hybrid AI?
Hybrid Artificial Intelligence brings together the best of the advances of deep learning with the possibility of precisely modeling human knowledge into connected systems.
Hybrid AI For Business
They combine the strength of neural networks and symbolic AI to recognize patterns from raw or messy data, including images, text, videos, emails, chat logs, etc., and perform symbol-manipulation operations
Benefits of hybrid AI include being:
Trustworthy
improved security, authenticity, and decision making.
Transparent
removes unwanted dependencies
Explainable
Addresses more information between humans and machine learning models.
Controllable
Adheres to safety standards, satisfies legal and ethical constraints, and is technically robust.
Responsible
Can be used in domains with societal and privacy impact.
Adaptive
With a few learning examples, adapt to new environments quickly.
HYBRID AI
Symbolic AI
(Classic AI, Declarative)
- Expert Systems
- Business Rules Management Systems
Machine Learning
(Non-Declarative)
- Decision Tree Learning
- Deep Learning
- Neural Networks
- Bayesian Networks
- Support Vector Machines
