Trading Signals 05/02 – 09/02
Artificial Intelligence: Prospects and Challenges
Artificial Intelligence (AI) today stands at the forefront of technological innovation, penetrating all spheres of our lives. From automating production to smart personal assistants, AI promises a revolution in many industries. But what are the prospects of this technology, and what challenges does it bring?
What is Artificial Intelligence?
Artificial Intelligence (AI) is a technology that allows computers to perform tasks characteristic of human thinking, such as reasoning and analysis. The term “AI” was introduced by John McCarthy in 1956, although the idea originated in the 1950s in the works of Alan Turing. AI operates based on analyzing large data to identify patterns and make predictions.
It is used in chatbots and image recognition systems. AI programming includes learning, reasoning, and self-correction. The main advantages of AI are its ability to quickly process large volumes of data and accuracy, but it requires significant investment and specialized knowledge. The development of AI also raises concerns about job loss, although it opens up new professional opportunities.
The term “artificial intelligence” (AI) was introduced by John McCarthy in 1956 at a conference in Dartmouth, although Alan Turing laid the groundwork for AI as early as 1935, proposing the concept of a computational machine with extended memory. Turing also proposed a criterion for system intelligence based on its ability to mimic human communication and developed a corresponding test.
The first AI program capable of playing checkers was created by Christopher Strachey in 1951, and in 1965 Joseph Weizenbaum developed “Eliza,” a prototype of modern voice assistants. The revival of interest in AI occurred in the 1990s with the development of supercomputers, particularly after IBM Deep Blue’s victory over Garry Kasparov in chess, stimulating further AI development in the digital era.
Man and AI
Artificial Intelligence (AI) stands out for its ability to process and transform large amounts of data into valuable information, which is its key advantage. This distinguishes it from human intelligence, which is assessed through parameters such as IQ and is based on qualitative thinking and intellectual development. While AI excels in tasks related to data analysis and information processing, it is incapable of creative thinking or generalizing knowledge like humans.
AI requires significant resources for development and support, and its results depend on input data and cannot be generalized across different tasks. This contrasts with human intelligence, capable of learning, adaptation, and generalization based on diverse experiences.
The Turing test, used to assess AI, focuses on the machine’s ability to mimic human communication, unlike IQ tests that assess human intelligence. This highlights the difference in approaches to assessing the intellectual abilities of humans and machines.
Where is AI Used?
Previously, it was thought that artificial intelligence (AI) was limited to simple tasks such as text translation or object recognition. However, by 2020, the scope of AI application had significantly expanded. For example, in the internet, AI is used in projects like Google Brain, providing voice input features in Google Translator, and in the voice assistant “Alice” from Yandex.
In the automotive industry and logistics, AI is used in the development of autonomous vehicles and unmanned deliveries, as seen with Amazon. In the financial sector, AI aids in decision-making, and in business and retail, it helps automate processes and logistics, as with Walmart using Bossa Nova robots for inventory tracking. In medicine, AI assists in diagnostics and treatment selection, quickly analyzing medical data.
New AI technologies, such as knowledge graphs, promise even more intuitive interaction between humans and machines. However, despite rapid development, AI is still far from perfection and is currently used only in specific elements. AI will not completely replace humans in everything, as it remains a tool for performing routine tasks.
Artificial intelligence has already penetrated many aspects of our lives, from computers and smartphones to simple applications. Despite concerns, AI remains a useful tool, not a threat, for the time being.
Will Robots Attack?
For now, robots do not pose a threat of attack. Artificial Intelligence (AI) is evolving, but its capabilities are limited by the initial data provided by humans. Computers capable of complex financial calculations, for example, cannot translate text without appropriate programming. As long as this is the case, humans fully control AI.
However, the scientific community aims to create AI that can create like a human. Despite this, such technology remains in the distant future.
AI is rapidly being integrated into various fields, from the internet to medicine. Examples include voice assistants in search engines and autonomous vehicles. In the financial sector, AI helps in decision-making, and in business and retail, it aids in automating processes and logistics. In medicine, AI assists in diagnostics and treatment selection.
New AI technologies, such as knowledge graphs, promise more intuitive human-machine communication. However, despite rapid development, it is still too early to talk about the full application of this technology, as only individual elements are currently used. AI will not replace humans entirely in everything, as it remains only a tool for performing routine tasks.
Artificial intelligence, once a novel concept introduced by scientists, has now found widespread demand in various fields just over half a century later. Today, artificial intelligence is within easy reach for anyone – computers and laptops, smartphones and electronic watches, and even many simple applications work with its help. AI in its various forms has penetrated many spheres of human life and firmly established itself in them.
Could the scientists’ fears be justified? Who knows 🙂