How a machine learns
The machine learning cycle, step by step: from data to a model that improves.
Data
It all starts from many quality, labelled examples.
- Labelled examples
Training
The algorithm tunes its parameters to reduce errors.
- Pattern learning
Model
You get a model able to generalise to new cases.
- Generalisation
Inference and feedback
The model predicts in production and improves with new data.
- Improves over time
Artificial General Intelligence (AGI): the Future of Technology?
Artificial general intelligence (AGI) is a field of theoretical artificial intelligence research that attempts to create software endowed with human-like intelligence and the capacity for self-learning. The goal is to develop software capable of performing tasks for which it has not been specifically trained or designed.
The difference between AGI and AI
Current artificial intelligence (AI) technologies all operate within a range of predetermined parameters. For example, AI models trained for image recognition and generation cannot build websites. AGI is a theoretical pursuit to develop artificial intelligence systems that possess autonomous self-control, a reasonable degree of self-awareness, and the ability to learn new skills.
The challenges and opportunities
Artificial intelligence researchers have charted several milestones that have significantly advanced machine intelligence, even to levels that mimic human intelligence in specific tasks. For instance, AI summarisation tools use machine learning (ML) models to extract key points from documents and generate an intelligible summary.
NoraSoft and AGI
NoraSoft firmly believes that artificial intelligence represents an extraordinary opportunity to enhance business processes and digital services. Our expertise is focused on applying artificial intelligence to automate processes and develop cutting-edge digital services for businesses and sole traders, thereby helping to improve efficiency and drive innovation in the business world.
Call to action
Would you like to find out more about how NoraSoft can help your business improve efficiency and grow? Contact us today to learn more about our services and how they can benefit from artificial intelligence solutions.
Ti interessa questo argomento?
Contact Us per scoprire come possiamo aiutarti a implementare soluzioni simili nel tuo business.
Richiedi informazioni