AI is technology which can carry out ‘human’ tasks, such as decision making, visual perception and speech recognition. It is an area that is growing and developing massively, it will be increasingly used in our daily lives.
Loads of fast and interactive algorithms as well as data are developed giving the software the ability to automatically understand and learn from patterns and features in the data without being directly programmed. The AI can therefore have the capability to understand and make decisions from the situation they are in.
Although AI is on the path to reaching the out of reach science-fiction ideas of having robots which reflect human activity. There are still lots challenges that need to be overcome for us to reach these goals. For example, all the AI that we have in our daily lives are specialized with the software having a very specific function. This means that a system that will play chess would be unable to play poker. Therefore, AI is far from being a representation or replica of humans because our brains can do an unimaginable number of different things in a day, compared to the one task that the current AI is able to do. For AI to overcome this challenge a great number of algorithms would have to be developed for every single situation that we encounter. This is nearly impossible to develop.
So, why is AI important if the current software is unable to replicate the way we think? AI achieves incredible accuracy through deep neural networks. This was never previously possible, showing that developing AI is worth while, as it is successful and extremely useful. The accuracy has improved due to deep learning. This is a technique that analyzes the data more thoroughly using neural networks that have many hidden layers. The deep learning models learn directly from the data, so the more data you feed them the more accurate they become. Due to this great accuracy, AI techniques can now be used to find cancer on MRIs with the same accuracy as highly trained radiologists. This shows that AI is becoming increasingly helpful and important for us.
Every industry has a high demand for AI capabilities due to it’s amazing qualities. For example, question answering systems that can be used for legal assistance, patent searches, risk notification and medical research are areas that especially need support from AI software. Some industries where AI is used now include:
- Health care– personalized medicine and X-ray readings can be provided through AI. Also, personal health care assistants will encourage patients to exercise, eat healthier and remind them to take any pills. The AI software can act as life coaches for many patients and help them through any recoveries.
- Manufacturing– a specific type of deep learning network used with sequence data, called recurrent networks, can be used in manufacturing. These forecast the expected load and demand by analyzing factory IoT data as it streams from connected equipment.
- Retail– AI can provide virtual shopping capabilities which are able to give personalized recommendations and discuss purchase options with the customer, making the experience effortless and more enjoyable with the extra help. Furthermore, AI can improve stock management and set layout technologies in retail (for example Specsavers framestyler app)
- Sports– AI can capture images of game play and analyze data to provide coaches with reports on how to set out and organize the game better. This includes optimizing field positions and strategy.
The possibilities of AI gone on and on, but it is not going to take over humanity and leave us jobless anytime soon. AI is purely used to elevate and improve our tasks and routines and support us in many different ways. Therefore, robots ruling over us is not a reality that we are going to face.Overall, AI is there to support all of us and provide human-like interactions. They are not there as a replacement for humans, but instead it is software which can make decisions and carry out tasks in a human like way, due to the many algorithms and the deep learning techniques used. Although there are challenges which we need to be overcome, the technology is still developing and changing our lives in unbelievable ways.