Artificial intelligence models are even starting to change the way we use technology. On the other hand, when it comes to technological progress Moor Action 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 major language models based on increasing capacity. On the other hand, this type of development requires enormous computing power. On the other hand, if we look at the global chip crises and energy crises in the transformation of artificial intelligence, we can 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 it provides better performance on the same computer hardware. In the studies so far, artificial intelligence developers focused on this point. Research conducted by Beşiroğlu and his team, 2012 to 2023 When they examined large language models between 1990 and 2000, it was found 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 for 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 make progress. BeşiroğluHowever, it also points out that algorithms cannot be optimized forever.