Scientist Explains Self Improving Artificial Intelligence.

Self improving artificial intelligence will change everything. Once artificial intelligence is able to learn and improve itself what is next?

Can synthetic data unlock AI recursive self-improvement? — Mark Zuckerberg

What is Self Improving Artificial Intelligence?

Self-improving artificial intelligence (AI) refers to AI systems that have the ability to enhance their own performance, capabilities, or knowledge without human intervention. This concept is often associated with AI that can autonomously learn from its experiences, adapt to new environments, modify its algorithms, or optimize its own processes over time.

Self-improvement in AI can take different forms, such as:

Learning from data: AI systems can improve by analyzing new data and refining their models or algorithms to make more accurate predictions, decisions, or recommendations.
Reinforcement learning: Through trial and error, AI can discover strategies or actions that maximize its performance or achieve desired outcomes in complex environments.
Automated algorithm refinement: AI may identify weaknesses in its existing algorithms and make modifications to improve efficiency, accuracy, or problem-solving ability.
Transfer learning: The AI can apply knowledge gained in one domain to improve its performance in another, even without direct programming for the new task.
Meta-learning (Learning to learn): AI can optimize its learning process itself, figuring out the best strategies to solve different types of problems or tasks.

The goal of self-improving AI is often to create systems that are capable of autonomous growth, allowing them to keep pace with changing environments or challenges and possibly exceed human abilities in specific domains. However, such AI systems also raise concerns regarding safety, control, and ethical implications, as their autonomous behavior could become unpredictable.

Artificial Intelligence Quotes

“Self improving artificial intelligence is what will make the threat of artificial intelligence a reality.” ~Dave Waters
“The development of full artificial intelligence could spell the end of the human race….It would take off on its own, and re-design itself at an ever increasing rate. Humans, who are limited by slow biological evolution, couldn’t compete, and would be superseded.” ~Stephen Hawking
“Artificial intelligence will reach human levels by around 2029. Follow that out further to, say, 2045, we will have multiplied the intelligence, the human biological machine intelligence of our civilization a billion-fold.” ~Ray Kurzweil
“Once artificial intelligence truly learns on its own no one knows how it will evolve.” ~Dave Waters
“We recognize that such powerful technology raises equally powerful questions about its use. How AI is developed and used will have a significant impact on society for many years to come. As a leader in AI, we feel a deep responsibility to get this right.” ~Sundar Pichai, Google CEO