A-Z Popular New AI Search »
Artificial Intelligence
 
Artificial Intelligence
Affective Computing
Artificial Life
Artificial Stupidity
Testing
AI Testing
CAPTCHA
Turing Test
top   »  information technology   »  artificial intelligence   »  types of artificial intelligence   »  recursive self-improvement

What is Recursive Self-Improvement?

 , updated on
Recursive self-improvement describes software that writes its own code in repeated cycles of improvement. This is associated with artificial intelligence but isn't a standard feature of AI.
Traditional AI is coded by humans but develops its own intelligence represented with statistical models such as non-linear transformations. It's able to learn but can't fundamentally change its own design to become something new. A recursive self-improving program would self-modify its own root code that was originally implemented by humans. Such an AI could theoretically develop superintelligence and aspects of consciousness such as intentionality. This is typically thought to represent an existential risk because such intelligence may develop goals that conflict with the interests of humans.
There are two competing theories as to how recursive self-improvement might spark superintelligence known as a hard takeoff and soft takeoff. A hard takeoff occurs extremely quickly as each improvement makes the next improvement an order of magnitude better in an explosion of intelligence. This leaves little time for humans to prepare or adapt to the new intelligence. A soft takeoff happens at a pace similar to the evolution of a corporation, a type of entity that is also recursively self-improving.
Overview: Recursive Self-Improvement
Type
Artificial Intelligence
Definition
Software that writes its own code in repeated cycles of improvement.
Risks
Unpredictable and unstable
Potential to evolve too quickly to be controlled.
May develop intentionality and adopt negative goals such as causing damage or loss of life.
Evolution of a superintelligence that represents an existential risk.
Related Concepts
Artificial Life
Intentionality
Superintelligence
Chinese Room
Affective Computing

Artificial Intelligence

This is the complete list of articles we have written about artificial intelligence.
Affective Computing
Artificial Knowledge
Artificial Stupidity
Blockhead
Bot
Chinese Room
Decision Trees
Deep Learning
Deep Magic
Emergence
Ensemble Learning
Event Processing
Forward Chaining
Fuzzy Logic
Gamification
Intentionality
IT Biases
IT Examples
Machine Biases
Machine Unlearning
Predictive Analytics
Robotics
Sentiment Analysis
Superintelligence
Swarm Intelligence
Turing Test
More ...
If you enjoyed this page, please consider bookmarking Simplicable.
 
Cite »

Types Of Artificial Intelligence

A few common types of artificial intelligence.

Technological Singularity

Technological singularity explained.

Affective Computing

Artificial intelligence and emotion.

Artificial Life

An overview of artificial life.

Machine Logic

How artificial intelligence can be illogical.

Deep Learning

A definition of deep learning with examples.

Supervised Learning vs Unsupervised Learning

The difference between supervised and unsupervised learning with an example.

Natural Language Processing

The common types of natural language processing.

Autonomous Systems

Common types of autonomous systems.

Artificial Intelligence Examples

Common examples of artificial intelligence.

Types of Technology

A reasonably comprehensive list of information technologies.

Gamification

A list of gamification techniques.

Information Technology Problems

A list of common IT problems.

Types Of Cloud

The basic types of cloud computing.

Machine Data

The common types of machine data.

Types Of Software

The common types of software.

Proprietary Technology

A definition of proprietary technology with examples.

Systems Design

The common elements of a systems design.

Systems vs Applications

The difference between systems and applications explained.

Trending

The most popular articles on Simplicable in the past day.

New Articles

Recent posts or updates on Simplicable.
Site Map
Creativity
Cryptography
Data
Design
Design Thinking
Governance
Information Security
Information Technology
Infrastructure
Knowledge Management
Management
Metrics
Organizational Culture
Problem Solving
Productivity
Project Management
Quality
Risk Management
Science
Systems Thinking
Talent
Technology
Usability
More ...
© 2010-2024 Simplicable. All Rights Reserved. Reproduction of materials found on this site, in any form, without explicit permission is prohibited.

View credits & copyrights or citation information for this page.

Home About     Privacy Policy     Cookies Terms of Use     Contact Us Search


Cookies help us deliver our services. You have choices regarding these cookies. Please visit our privacy policy, cookie policy and consent tool to learn more.


Copyright 2002-2024 Simplicable. All rights reserved. This material may not be published, broadcast, rewritten, redistributed or translated. Report violations here.