Artificial Intelligence has changed the world upside down in many million ways, AI technology has enabled human capabilities – understanding, reasoning, planning, communication, and perception.
The newest language model (GPT-3) of AI has flipped the world downside up again but – Is GPT-3 a gateway of new possibilities? The answer would be yes yes and yes. The hype it has created in the tech world is huge. Let’s explore why this language deserves this much attention and what makes it so extraordinary.
What GPT-3 is?
GPT-3 stands for Generative Pre-trained Transformer 3, created by OpenAI, a research business co-founded by Elon Musk, It is the third-generation language prediction model in the GPT-n series created by OpenAI. This language structure generates text using pre-trained algorithms in other words – GPT-3 is a language prediction model.
It is said that GPT-3 is the most powerful language model ever made. The number of parameters has risen to 175 billion, making GPT-3 the biggest neural network the world has ever seen.
GPT-3 is largely being recognized for its language capabilities, as they say, it is very close to human levels, it recognizes every word.
GPT3 is the largest leap in AI ever made, this language model can do wonders, it is able to produce poetry, text, business memo, it can translate, design, and yes it can do coding too.
What GPT-3 can do?
GPT-3 creates anything that has a language structure, which tells that it can – answer questions, write essays, paraphrase long texts, translate languages, take notes, make memos, and can even create computer code.
It can create applications, GPT3 online demo even states that it can create an app identical to Instagram, using a plugin for the software tool Figma. GPT-3 can code in Python, CSS, JSX. And isn’t that amazing? All you have to do is just tell it what kind of an app you need with what functions and it actually converts your thoughts into an app.
It replies like a human as GPT3 is known to every word ever used, it can reply like an actual human by understanding the conversation. It has ingested gigabytes of text, it can automatically generate whole paragraphs so intrinsically, they sound like a real person wrote them.
How does GPT-3 work?
GPT3 has abstracted all of the text available on the Internet. The output it generates is the language that it calculates statistically with a very supposable response based on everything ever published online.
OpenAI GPT-3 also has some progressed intelligent capabilities due to its context-based nature. Once a user puts in a request, the language analyzes it and provides the most probable answer. IT is extremely powerful without understanding a single word it produces.
What Makes OpenAI GPT-3 Different?
The first thing that GPT-3 that blows minds is its translucent size of trainable 175 billion parameters which is 10x more than any previous model out there.
With GPT-3 many of the NLP tasks discussed earlier can be done without any fine-tuning, gradient or parameter updates which makes this model Task-Agnostic
OpenAI can perform tasks with very few or no examples/demonstration, GPT-3 can do what no other model can do -it can accomplish specific tasks without any different tuning. You can ask GPT-3 to be a translator, a programmer, a poet, or a famous author, and it can do it with its user providing fewer than 10 training examples and makes it different from the rest.
All the glittery is not gold
No good comes without the bad, and true that! GPT-3 language is a logical advancement to intelligent AI, it lacks accuracy in adversarial natural language inference (NLI).
The language lacks human compassion and common sense, Unlike humans, the language lacks a sincere understanding of the context and occasionally ceases to function to respond to unprecedented requests.
Final note:
GPT-3 is rightly used, contains the power to change the world, it is Artificial Intelligence at its best and it surely does many, many doors of unimaginable possibilities.
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