The Day The AGI Was Born: Better at Zero Shot, Write like you code

The Day The AGI Was Born: Better at Zero Shot, Write like you code

In the world of artificial intelligence, there has been a significant development that has caught the attention of many. It is the birth of an advanced AI model known as the AGI, or Artificial General Intelligence. This model, specifically the "GPT-3.5 series", is a fine-tuned version that surpasses its predecessors in various aspects. For instance, it has an impressive capability to generate text based on instructions, making it a lot better at zero-shot generation. Its long-term memory can store up to 8192 tokens, and it can generate output that is twice as long as its predecessor, GPT3.

However, it is important to note that the AGI still has its limitations. It is unable to perform mathematical calculations accurately, and it often generates false information about the real world. Additionally, it writes bad code and fails to pass Turing, SAT, or IQ tests. Despite these limitations, the AGI has found its best use cases in areas where creativity is more valued than precision. For example, it excels in brainstorming, drafting, and presenting information in creative ways.

It has been debated whether a ChatGPT-like experience can replace Google. On one hand, ChatGPT provides direct and legible answers to questions, which is often more desirable than sifting through a Google search results page. However, the accuracy of ChatGPT's answers is a concern, as they are frequently incorrect and unsourced. This debate remains unresolved, but it is clear that the AGI marks a significant milestone in the development of AI that resembles true Artificial General Intelligence.

The birth of the AGI has sparked discussions about the similarities between good writing and good code. Just like code, good writing is simple, efficient, and structured. On the other hand, bad writing mirrors bad code, being unnecessarily complex, inefficient in its use of the reader's memory, and structured like a tangled mess.

There is a saying in the coding world that "good code is code that can be understood by a junior engineer. Great code can be understood by a first-year CS freshman. The best code is no code at all." The same principle applies to writing. If something doesn't need to be said, it's best to leave it out. This echoes the idea that the best code is no code at all. By eliminating unnecessary words or information, the writing becomes more concise and easier to understand.

When writing, it is crucial to consider the mental resources of the reader, just like a programmer considers CPU cycles and RAM. The reader's attention span and memory are limited, and it is the writer's responsibility to combat boredom and engage the reader. One effective way to achieve this is through the use of humor or providing insightful information. A writer can strive to ensure that the reader has an epiphany every 250 words, as coined by David Perell in what he calls the "Raymond Chandler rule". This rule emphasizes the importance of keeping the reader engaged and actively thinking throughout the reading experience.

In conclusion, the birth of the AGI marks a significant milestone in the field of artificial intelligence. While it has its limitations, it showcases the advancements made in the realm of AI and brings us closer to achieving true Artificial General Intelligence. Additionally, the comparison between good writing and good code highlights the importance of simplicity, efficiency, and structure in both domains. By writing like you code, one can create engaging and easily understandable content. To improve your writing, here are three actionable tips:

1. Eliminate unnecessary information: Just like in coding, remove anything that doesn't contribute to the overall message or understanding of the content. This will make your writing more concise and easier to digest.

2. Consider the reader's mental resources: Keep in mind the limitations of the reader's attention span and memory. Engage them with humor, insights, or moments of epiphany to maintain their interest throughout the reading experience.

3. Strive for simplicity and structure: Aim to make your writing as simple and structured as possible. Avoid unnecessary complexity and ensure that the flow of your content is logical and easy to follow.

By following these tips, you can enhance your writing skills and create content that is not only informative but also engaging for your readers.