The brief history of artificial intelligence shows how rapidly the world has changed and what the future might hold. Just a decade ago, machines were unable to provide language or image recognition at a human level. However, AI systems have become increasingly capable and are now surpassing humans in these domains. The growth of AI systems is driven by three fundamental factors: training computation, algorithms, and input data.

The brief history of artificial intelligence shows how rapidly the world has changed and what the future might hold. Just a decade ago, machines were unable to provide language or image recognition at a human level. However, AI systems have become increasingly capable and are now surpassing humans in these domains. The growth of AI systems is driven by three fundamental factors: training computation, algorithms, and input data.

Training computation, measured in floating point operations (FLOP), is crucial for machine learning-based AI systems. It refers to the number of calculations required for training the system. For the first six decades, training computation increased in accordance with Moore's Law, doubling every 20 months. However, since 2010, the exponential growth has accelerated, with a doubling time of only six months. This rapid advancement in training computation has paved the way for transformative AI.

According to Cotra's latest update, there is a 50% probability that transformative AI will be developed by 2040, less than two decades from now. Many AI experts believe that human-level artificial intelligence could be achieved within the next few decades, while some even believe it may happen sooner. This highlights the potential for AI to revolutionize various industries and reshape the world as we know it.

On the other hand, slow-reading has emerged as a powerful tool for deep learning. While speed-reading may be suitable for skimming and getting the gist of a text, slow-reading is essential for acquiring knowledge. Research has consistently shown that as reading speed increases through speed-reading techniques, comprehension decreases. To truly understand and connect with the content, it is necessary to engage with it and associate new concepts with existing knowledge.

Slow-reading is particularly valuable for scholars as it expands their knowledge base. By taking the time to thoroughly read and absorb information, scholars can develop a deeper understanding of various subjects. Additionally, slow-reading allows for critical thinking and the exploration of different perspectives. Being open-minded and engaging with the text through note-taking can enhance the learning experience.

In the field of cognitive psychology, there is a deeper understanding of how memory works. Initially, sensory memory receives all sensory input, but it has a short half-life and can only store a fraction of a second of information. The surviving information is then passed to short-term memory, which lasts for a short period of time. This Atkinson-Shiffrin memory model has been expanded upon, leading to a more comprehensive understanding of memory processes.

In conclusion, the history of artificial intelligence showcases the rapid advancements made in the past decade and the potential for transformative AI in the near future. Slow-reading has emerged as a valuable tool for deep learning and knowledge acquisition. By engaging with the content and associating new concepts with existing knowledge, scholars can expand their knowledge base. Additionally, cognitive psychology provides insights into memory processes, further enhancing our understanding of how we learn and retain information.

Actionable Advice:

1. Embrace slow-reading: Take the time to thoroughly read and understand the content you are consuming. Slow-reading allows for better comprehension and knowledge retention.
2. Engage with the material: Actively engage with the text by taking notes, highlighting key points, and asking questions. This promotes deeper understanding and critical thinking.
3. Explore different perspectives: Be open-minded and consider different viewpoints. By exploring diverse perspectives, you can broaden your knowledge and develop a well-rounded understanding of the subject matter.