Artificial intelligence (AI) is a relatively new technology with varied applications, uses and methodologies. There are several types of AI you may be able to take advantage of, but each one has some unique attributes that may make it better suited to certain types of work. Here’s what you need to know about different types of AI.
1. The Newest Generation of AI Can Generate Content
The most common use for AI relates to data collection, organization and analysis, but AI is increasingly being leveraged for content creation and generation. AI tools such as generative AI are capable of producing various types of basic content, such as images, sounds and simple communications content, such as emails and marketing copy. However, generative AI still works with data. It simply uses data to create new things rather than analyzing it to develop insights and predictions.
2. There Are Four Basic Categories of AI
AI can be split into four types: self-aware, theory of mind, limited memory and reactive AI. Self-aware AI doesn’t currently exist outside of science fiction, but it is generally considered the end goal of AI development. It is essentially artificial intelligence that is conscious. Theory of mind AI is in a very early stage and involves developing algorithms capable of emotional intelligence. Limited memory and reactive AI are currently available for consumer use. Limited memory refers to programs that are capable of making their own decisions based on the data they analyze. Reactive AI is the oldest type and is only capable of limited, automatic responses.
3. Not All AI Is Capable of Learning on Its Own
The popular idea of artificial intelligence is that of a nearly human machine, but that isn’t realistic. Some AI is capable of learning on its own, but most AI is not that advanced. Even the most advanced AI algorithm isn’t currently capable of human-level intelligence and reactions. In the future, artificial general intelligence and superintelligence may be possible, with technology that emulates or even surpasses human intelligence. However, all AI in the modern world is considered artificial narrow intelligence, which means the technology cannot do anything more than what its programming allows.
4. Several Branches of AI Exist
AI isn’t just categorized based on its capabilities. You should also consider different branches of AI. There are six general branches of AI: fuzzy logic, expert systems, robotics, natural language processing (NLP), deep learning and machine learning. Fuzzy logic refers to answering complex questions with degrees of truth principles, so it’s often used in medical computing. Expert systems utilize if-then statements and are well-suited to information management. Robotics is the most well-known branch of AI and has many real-world applications. NLP allows developers to communicate with computers using natural language rather than programming languages. Another well-known branch of AI is deep learning. Deep learning is a type of machine learning where the AI algorithm develops complex neural networks to analyze detailed data and create predictive insights. Machine learning algorithms come in three types: supervised and unsupervised learning and reinforcement learning. All three types involve helping computers analyze data to develop insights and solve problems in the real world.
5. AI Is Still Evolving
AI is still in its infancy, with much room to grow and change. In the future, AI may evolve into increasingly powerful and intelligent forms, capable of solving more complex problems and developing simulated human-level intelligence. It may also become capable of other types of intelligence, such as emotional intelligence. As AI evolves, people will be able to find and develop new ways of using it.
It’s important to learn about AI in general and specific types if you’re planning to begin using it. You need to be able to choose the appropriate types and tools for your needs. AI is something you should incorporate carefully. This ensures you have the tools that will benefit you at your disposal, rather than simply using what is trendy.