Is Auto-GPT worth using without GPT-4?

AI technology is accelerating extremely fast and could change everything in the future. We're not quite there yet, but by far, GPT-4 is considered by many to be the most advanced AI model at the moment.

There's a new feature that makes using GPT-4 easier: Auto-GPT. How it works? And can you use Auto-GPT without GPT-4?

What is Auto-GPT?

Auto-GPT is an automation AI model that uses GPT-3.5 or GPT-4 to complete tasks independently. In other words, Auto-GPT can develop its own prompts and respond automatically to accomplish a goal. Auto-GPT is different from ChatGPT because it does not need a human agent at every step.

Furthermore, Auto-GPT uses the ChatGPT API to communicate with software, applications, and websites. This means that Auto-GPT can respond to your emails, develop apps or websites and even do stock market analysis automatically with a single request.

Basically, Auto-GPT is like a personal assistant that can automate most of your tasks, and there are already some practical ways you can put Auto-GPT to use.

What is the difference between the Auto-GPT 3.5 API and the Auto-GPT 4 API?

The GPT-4 API is limited to developers and you must sign up for a waitlist to gain access. Unfortunately, this means that most people using Auto-GPT can only access the API key for GPT-3.5.

The biggest difference is that Auto-GPT with GPT-3.5 API is much faster than GPT-4 API when it comes to task completion. However, in some cases, Auto-GPT with GPT-3.5 API causes AI hallucinations. It also tends to go off topic when you're setting a goal.

On the other hand, Auto-GPT with API GPT-4 is less likely to cause hallucinations and digressions than with API GPT-3.5. Its response is similar to GPT-4, but the biggest difference is that it can collect Internet data in real time and remind itself until the task is completed. Auto-GPT with the GPT-4 API really does a good job of crawling the Internet and compiling a thorough report better than Microsoft's Bing AI - even Auto-GPT with the GPT-3.5 API can outperform it. outperform Bing AI.

But Auto-GPT's biggest shortcoming is that it can get stuck in a loop trying to complete a task - which happens whether you're using the GPT-3.5 or GPT-4 API. For example, if it prompts itself to "do nothing" during a planned action, it might get stuck in a loop instead of continuing on to the next course of action to complete a task. .

Auto-GPT with GPT-3.5 or GPT-4 APIs is also not fine-tuned to complete complex tasks in a single session. This is because Auto-GPT does not retain previous findings after completing a session. Additionally, you can only add up to 5 Auto-GPT goals per session if the app is installed on your PC.

However, the AI ​​will tell you its thoughts, arguments, plans, and critiques when performing an action.

Auto-GPT with API GPT-3.5 or GPT-4 can automate a number of tasks with simply defined goals. Of course, Auto-GPT with GPT-4 API has an advantage over GPT-3.5 because this API is more accurate and understanding of images. These are the key differences between GPT-4 and GPT-3.5.

Is Auto-GPT without GPT-4 worth it?

Although Auto-GPT with GPT-4 API performs better than Auto-GPT-3.5, you can still use Auto-GPT 3.5 to complete tasks automatically. For example, you could ask Auto-GPT with the GPT-3.5 API to search the Internet for the best laptops on the market and compile a report on the pros and cons of each device.

Similarly, if an Auto-GPT request using the GPT-4 API accomplishes the same goal, the result would be as follows:

Based on the results, it can be deduced that Auto-GPT is still a useful tool in the absence of the GPT-4 API. In fact, the Auto-GPT-3.5 token is much cheaper than the GPT-4 token.

Besides, Auto-GPT with GPT-3.5 API can also automate the process of application development, coding, event organization and crypto market analysis.

But according to the developers, Auto-GPT is still far from perfect so that users can fully rely on it without double-checking the information - even if you are using the GPT-4 API. It can also be expensive if you don't limit its token usage. Therefore, you should disconnect Auto-GPT after completing the task.

In addition, the developers acknowledge that Auto-GPT is experimental and may not be ideal for real-world scenarios.

Auto-GPT is the latest in general artificial intelligence as it is an AI agent that can perform most tasks automatically with just a few prompts. Auto-GPT is also easy to set up and you can use it with GPT-3.5 or GPT-4. However, Auto-GPT has flaws and requires humans to verify information automatically after completing the task.

Isabella Humphrey

Update 27 June 2023