What is artificial intelligence capable of? Part 2

What is artificial intelligence capable of? Part 2

The artificial intelligence is a skill of computer science, it can be “understand” the relation between the input and the output, and the usage of this owned, learned relation it can predict the expected output for a new input. In the first part of the article we broadly talked about these skills, but now we will show you more specifically that where and how could it be used.

For sure it is familiar to you, that the available 24 hours for a day never enough to do the everyday activities. This is because the easy tasks, which are necessary and requires a lot of time, for example the administrative tasks (filling and generating forms), coordination of the appointments, managing and processing invoices etc. These tasks can be done with great efficiency by an artificial intelligence powered assistant system. Nevertheless, there are a bunch of use cases of Ai technology.

The area of artificial intelligence can be separated to disciplines, by the properties of different problems. A couple from these disciplines are the image processing, natural language processing, speech recognition, speech generation, fraud detection, forecasting and prediction etc. The common property of the different disciplines that we only need to focus on one question which is the “What have to be done?”. We don’t have to answer to the “How can it be done?” question, because the system will solve that problem on its own, based on the training examples. We will go in details in feasible processes with the help of the different disciplines below.

Speech recognition, Speech generation:

The artificial intelligence is capable of decoding and digitalizing the continuous speaking of the humans. This digital text can serve as an Ai output, thus for example a note corresponding to a conversation, or a more interesting one, it can help the conversation of a deaf mean. The Speech generation is the opposite of the above mentioned: The artificial intelligence gets a digital text and it can encode to a sequence of voices which are similar to the human voices. It makes possible the voice based communication between humans and computers. The generated digital text could be pre-processed with the help of natural language processing.

 Ai: What I have to do?

  • Note down the content of the negotiation to additional processing.
  • Receive and handle the calls on the customer service side.
  • Be a comfortable interface between the human and computer.
  • Understand the human voice to control (smart controlling).
  • Recognize the sound of an ambulance car (turn down the radio).
  • Recognize the crying of the baby (inform the parents).
  • Inform about the actual and precise state of a process.
  • Read aloud the relevant mails and messages.

Natural Language Processing:

The digitized text (which can be speech, or hand written document) processing is feasible with artificial intelligence. It understands the questions inside the document and relies on it answers them. In this way, it can be help to an IT expert, or for example the pre-clustering and filtering of the applicants can be helpful to a HR worker. This field includes the content interpretation of the short instructions as well as the longer texts (comments, books, magazines).

Ai: What I have to do?

  • Based on the CV and the position, decide whether the applicant is fit to the position or not.
  • Understand an e-mail, and pass to the competent person.
  • Interpret an instruction and execute it.
  • Categorize a book based on its content.
  • Classify the complaints, and give it to the competent teams.
  • Fill a form based on an ambiguous forum or text specification.

Image Processing:

Most of our decisions based on visual information. In case of computers with the usage of cameras with great resolution and the technology of artificial intelligence, computers can detect, follow, recognize objects in the environment, and make task dependent decisions, in a way as humans do. Able to efficiently recognize different symptoms for example on our skins, or on plants, and relies on that, it can provide you the best diagnosis or solution. Image processing can be applicable to quality checking tasks through the lifecycle of a product as well, furthermore, can manage people’s authentication, verification and recognition. Ai could provide a solution for the handwritten notes managing, which is a great problem in a lot of workplaces. It can read the documents, interpret and summarize to make is more useable for efficient work.

Ai: What I have to do?

  • Recognize the lack of nutrients in a plant.
  • Selects the product which are under the quality requirements.
  • Transform handwritten text to digitized text.
  • Recognize the different diseases based on laboratory evidence.
  • Count a product which has a certain property.
  • Orientate itself in the space.
  • Observation of a manufacturing hangar to detect frauds.

Fraud Detection:

There are lot of kind malfunction phenomenon, error state inside the industrial processes, which can cause a potential chaos. It is a hard task to collect all kind of malfunction events which can be happen through a complex production or process. With the monitoring of the production, the artificial intelligence is able to learn the specific working parameters, and in cases of unusual working it will make an intervention. This kind of defensive mode is different from the conventional parameter limiting, because it’s monitoring all the possible combination of the parameters, and relies on that it can prevent the malfunction events, which aren’t dangerous one by one, although they are dangerous together.

Ai: What I have to do?

  • Evaluating the current parameters of the process.
  • Decide whether the process is error-free or not.
  • Recognize the unusual financial transactions.

Forecasting, Predicting:

In case of low input numbers the humans are experts on precise decision making, but when the number of inputs go up, and as the transfer function complexity goes up the efficiency, speed and precision of the human goes down. The reason is that our brain is restricted in this way, we can’t store too many element from the past neither too many data. But it isn’t true for computers: it can process and understand giants group of data and predict, forecast and make decisions quickly and easily. It is highly applicable in the industrial, economic sectors, or in case of targeted advertising.

Ai: What I have to do?

  • Target customers with specific ads.
  • Financial forecasting.
  • Predict the expected lifetime of a product.
  • Recommend investments.
  • Forecasting the electricity consumption of a city.

There are countless possibilities of use cases, the listed examples above try to give use a sense and guideline. The different disciplines of Ai, gives unique application area in case of different industrial branches. The goal of Ai is eliminating the daily human mistakes, sorting, searching the enormous databases.

This blog makes the point how can the Ai improve the efficiency: gives an opportunity to reallocate the human resources from the easy tasks to the more complicated ones, that is clearly increase the productivity. The leading companies instead of searching for more employees with more work hours, started to integrate the artificial intelligence inside their businesses, to build intelligent workplaces. This integration process is continuously intensified and increasing exponentially.

We are confident that inside your company there are a lot of tasks which can be automated with AI: In case you would like to enjoy the advantages of artificial intelligence, then apply to our free consultation on one of our contacts.

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