Artificial intelligence is a branch of computer science that aims to create intelligent machines. It has become an essential part of the technology industry.
Knowledge engineering is a core part of AI research. Machines can often act and react like humans only if they have abundant information relating to the world. Artificial intelligence must have access to objects, categories, properties and relations between all of them to implement knowledge engineering. Initiating common sense, reasoning and problem-solving power in machines is a difficult and tedious task.
Machine learning is also a core part of AI. Learning without any kind of supervision requires an ability to identify patterns in streams of inputs, whereas learning with adequate supervision involves classification and numerical regressions. Classification determines the category an object belongs to and regression deals with obtaining a set of numerical input or output examples, thereby discovering functions enabling the generation of suitable outputs from respective inputs. Mathematical analysis of machine learning algorithms and their performance is a well-defined branch of theoretical computer science often referred to as computational learning theory.
Machine perception deals with the capability to use sensory inputs to deduce the different aspects of the world, while computer vision is the power to analyze visual inputs with a few sub-problems such as facial, object and gesture recognition.
Benefits of Artificial Intelligence
1.Enhances Efficiency And Throughput:
oncerns about disruptive technologies are common. A recent example is automobiles — it took years to develop regulation around the industry to make it safe. That said, AI today is a huge benefit to society because it enhances our efficiency and throughput, while creating new opportunities for revenue generation, cost savings and job creation.
2.Frees Up Humans To Do What They Do Best:
Humans are not best served by doing tedious tasks. Machines can do that, so this is where AI can provide a true benefit. This allows us to do the more interpersonal and creative aspects of work.
3. Enhances Our Lifestyle:
The rise of AI in our society will enhance our lifestyle and create more efficient businesses. Some of the mundane tasks like answering emails and data entry will by done by intelligent assistants. Smart homes will also reduce energy usage and provide better security, marketing will be more targeted and we will get better health care thanks to better diagnoses.
Risk of Artificial Intelligence
Creation of artificial intelligence requires huge costs as they are very complex machines. Their repair and maintenance require huge costs.They have software programs which need frequent up gradation to cater to the needs of the changing environment and the need for the machines to be smarter by the day.In the case of severe breakdowns, the procedure to recover lost codes and re-instating the system might require huge time and cost.
2.No Replicating Humans:
Intelligence is believed to be a gift of nature. An ethical argument continues, whether human intelligence is to be replicated or not.Machines do not have any emotions and moral values. They perform what is programmed and cannot make the judgment of right or wrong. Even cannot take decisions if they encounter a situation unfamiliar to them. They either perform incorrectly or breakdown in such situations.
3. No Improvement with Experience:
Unlike humans, artificial intelligence cannot be improved with experience. With time, it can lead to wear and tear. It stores a lot of data but the way it can be accessed and used is very different from human intelligence.Machines are unable to alter their responses to changing environments. We are constantly bombarded by the question whether it is really exciting to replace humans with machines.In the world of artificial intelligence, there is nothing like working with a whole heart or passionately. Care or concerns are not present in the machine intelligence dictionary. There is no sense of belonging or togetherness or a human touch. They fail to distinguish between a hardworking individual and an inefficient individual.