Artificial Intelligence Chatbots Are Developing Faster Than Chips

Artificial intelligence models have begun to change even how we use technology. On the other hand, when it comes to technological advancement Moore Act We also need to talk about the concept. According to this law every 18 months The number of components on the integrated circuit doubles. Chat models have doubled their productivity in just eight months.

Artificial intelligence is developing faster than computers

Tamay Beşiroğlu from MIT, “Basically, you can improve your performance in two ways.” He made a statement. One of these developments is large language models based on increasing its capacity. On the other hand, this kind of development requires huge computing power. On the other hand, when we consider the global chip crises and energy crises in the transformation of artificial intelligence, it is possible to say that we have reached a bottleneck in the development of artificial intelligence.

As an alternative to this, Beşiroğlu said that working in the background of artificial intelligence algorithms, says that it provides better performance on the same computing hardware. In the studies so far, artificial intelligence developers were focusing on this point. Research conducted by Beşiroğlu and his team, 2012 to 2023 When they examined the large language models between 1990 and 2000, it was determined that the productivity of large language models doubled every eight months.

According to researchers, one of the reasons for this breakthrough is due to programming languages ​​that allow more effective coding, while the exact reason for the difference is unknown. Because artificial intelligence algorithms are generally secret. Additionally, as hardware capabilities improve, it becomes easier to progress. Beşiroğluhowever, also points out that algorithms cannot be optimized forever.