The name of an Iranian in the top computer science researches of 2023 (Persian subtitle)

In 2023, computer scientists have made significant advances in various fields, including artificial intelligence (AI), quantum computing, and large-scale linguistic models (LLM).

Among the top researches carried out in 2023, we can mention the approach of vector artificial intelligence, improving and speeding up the salt algorithm and exploring the autonomous behaviors of artificial intelligence.

In a new approach at IBM's research center in Zurich, a research team led by Abbas Rahimi used vectors to describe various states of objects and made significant advances in image recognition and natural language processing. they found Using this approach, they succeeded in solving Raven's progressive matrix.

Among the important developments in the field of computer science in 2023 was the improvement of the algorithm called “Shor Algorithm”. A variational computer science researcher based on Shor's algorithm, which was proposed in the 1990s, was able to describe a faster method for factoring large numbers in quantum computers. This improvement could have important implications for data encryption in quantum computers.

Investigating the emergent or autonomous behaviors of large language models of artificial intelligence was another important research that received more attention in 2023, and researchers from all over the world presented more reports in this field. The emergent behaviors of artificial intelligence refer to things that the developers of the language model did not plan for and allow these models to generate creative text, translate languages, etc. However, these behaviors can be harmful in some cases.

In addition to these researches, in 2023, significant advances were made in quantum computing methods, including the development of more stable and efficient qubits for building quantum computers, quantum quantization for better understanding and description of quantum systems, and the discovery of fermion magic using amplification. Algorithms and quantum calculations mentioned.

These advances in computer science hold promise for a variety of applications, including cryptographic processes, the development of new drugs, and the design of more efficient materials. This video from Quanta Magazine takes a more specialized look at some of the most important articles published in 2023.