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GPT-3 ushers in the new era of codeless programming


“OpenAI’s GPT-3 may be the biggest thing created since Bitcoin,” predicts Argentine engineer Manuel Araoz. This statement may sound provocative, but it is not an exaggeration if we consider that GPT-3 has the potential to be one of the most revolutionary inventions of this decade for the programming world.

The new language generator, created by Elon Musk’s artificial intelligence (AI) research laboratory, ushers in a new era for web and app developers. Now it will not be strictly necessary for a person to know how to code to create an interactive platform, but using GPT-3 they can generate the necessary codes for the operation of a web or mobile app just by introducing some guidelines in English.

This is possible because GPT-3 is one of the machine learning models. more powerful for the human language processing that currently exists in the world. The tool has the ability to predict human language words and patterns, processing more than 175 billion parameters and the public information available throughout the Internet.

This makes it a tool that can generate news articles, critical messages, literary texts, chatbot responses, and, perhaps one of the most important of all its capabilities, translate from language understandable to humans to computer code. All it takes is for a user to enter some specific commands or commands, which will determine the response of artificial intelligence.

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GPT-3 has the ability to write literary notes from scratch just by entering a few commands. Source: @quasimodo

GPT-3, abbreviation of the name in English Generative Pre-training Transformer, was originally written by researcher Alec Radford. The OpenAI laboratory published the details of this language for 2018, and then in 2019 it published its first version (GPT-2). This tool already envisioned the possibility that certain written content could be produced by artificial intelligences, without humans being able to differentiate it from writing generated by a real individual.

But if GPT-2 surprised last year, GPT-3 this year It allowed programmers and tech enthusiasts to see the future in their hands. The new version of this language generator has even more scope than its predecessor, since it has been trained for more than a trillion words and far exceeds it in parameters. While GPT-2 possessed only 1.5 billion parameters, GPT-3 possesses 100 times more parameters, recording about 175 billion.

This means that the texts and content that GPT-3 generates are even more advanced and realistic than those generated by its predecessor. Adrian Yijie Xu, PhD student and AI enthusiast, calculation that only 52% of readers can assure that the texts produced by GPT-3 are artificial. And all this happens thanks to the GPT-3 neural network architecture that is capable of training with all the data available in your system, and under this experience, perform almost any type of task that requires natural language.

The advance has been such that the artificial intelligence tool can become a semantic console, capable of translating tasks written in human language into code. This means that the era of codeless programming is here, opening the possibility of generating applications or web pages with the least effort.

The programming world has been seduced by GPT-3

The theory sounds very nice, but … can GPT-3 really do these tasks? Is it possible to program a web page or an application by entering a few commands in English? Well, the tests of the private beta version of this tool indicate that yes, and this is what has made an impact on social networks.

Programmer Sharif Shameem, founder of Debuild, I believe a basic web application just by writing a few commands to GPT-3. Artificial intelligence programmed a design generator from scratch that, with describing what you want in plain text, immediately translates it into code. This, according to experts, could facilitate the creation of functions on web pages.

Shameem published on his twitter a video in which he shows how you can program the characteristics of a website without having to enter any code.

On the other hand, the designer of CashApp, Jordan SingerYou were also able to create a plugin that allows you to program applications with just plain text descriptions. All this based on the operation of this new OpenAI tool.

Both tests confirm that GPT-3 can take care of the simplest tasks in the programming processes, accelerating the workflow of developers and allowing them to have specific roles when addressing a technology project.

Professionals in this sector will not have to waste time writing codes, as well as those who do not know how to code will be able to create simple initiatives such as a web page independently. This can profoundly change the way in which mobile applications or website. Likewise, in the cryptocurrency ecosystem, relief when creating new networks or smart contracts, since developers can focus on solving system problems and not waste time when coding functions.

Of course, GPT-3 is not infallible, it is a tool that is just taking its first steps and that can make mistakes when programming an app. Ethereum co-founder Vitalik Buterin highlighted in a tweet GPT-3 made a math mistake in a scheduled conversation. Event that verifies that the human eye and audits are always necessary when relying on the security and functionality of a platform.

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GPT-3 has made a mistake in several simple mathematical operations, revealing that it is still not entirely reliable. Source: @ vitalik.eth / Twitter.

Will robots take away our work?

When we are faced with a tool with this potential, we cannot help but wonder to what extent technology will replace us in those trades that have traditionally been human. A tirade that they also pose revolutionary inventions like the cryptocurrencies themselves, which call into question the permanence of banks or monetary systems as we know it.

Many believe that GPT-3 is counting the last hours of the world’s journalists, writers, scriptwriters and programmers. The era of codeless programming is also for some, the era of non-man. However, artificial intelligence experts disagree with this forecast, assuring that the technology does not yet equal human intelligence.

The OpenAI language generator is not in the power to completely remove the programmer’s job, since as we have already mentioned before, its action is limited. It is also a platform that can make mistakes and does not know how to correct them.

More than a technology that seeks to replace, GPT-3 can be a tool to enhance the work of this profession. Programmers can focus exclusively on solving more complex problems than writing codes, specializing in tasks where human intelligence and creativity are much more profitable.

Of course, GPT-3 is demanding excellence from developers. Programmer Anupam Chugh published, in the digital magazine Towards Data Science, that the OpenAI tool can jeopardize the work of those professionals who are dedicated to the «position coding », a style of programming in which developers seek to copy and paste snippets of code because they do not have a deep understanding of the language they are working with.

If there is now a tool that you can do immediately and without the need for human effort, then these types of programmers who do not have vast technical knowledge could cease to be useful to the market if they do not improve their skills. In the same way, a journalist or writer must prove that individual intelligence and creativity is much more valuable than the systematic processing of information.

With the irruption of tools that increasingly facilitate work and everyday life, it can be said that humanity is approaching a way of life that bets on simplicity and comfort. However, it will also demand increasingly specialized people with high levels of knowledge, who provide content and products that cannot be replaced by machines. The contest will be tough.





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