TL;DR; GPT-3 will not take your programming job (Unless you are a terrible programmer, in which case you would have lost your job anyway) Once again the hype of artificial intelligence has broken in the news. This time under the name of GPT-3, the successor of GPT-2 (of course), a model that is so large and so powerful that is making people think we finally made AGI, artificial general intelligence, possible
TL;DR; GPT-3 will not take your programming job (Unless you are a terrible programmer, in which case you would have lost your job anyway)
Once again the hype of artificial intelligence has broken in the news. This
time under the name of GPT-3, the successor of GPT-2 (of course), a
model that is so large and so powerful that is making people think we
finally made AGI, artificial general intelligence, possible (AGI is the
kind of stuff that charlatans like Ben Goertzel keep claiming since a
For those who are new to the topic, GPT-2 was a model in the NLP (Natural Language Processing) field of research that can generate text from an input sample. Basically, given a bunch of words or a structured sentence in English or another language, it will continue generating text that is consistent with the input. Such an impressive result! Such an amazing artificial intelligence!
However, the way such a model is trained is not magic nor mysterious at all. Let me be clear on this: it is not magic nor mysterious. In fact, it is
very simple. Given a bunch of words, the model is asked to predict the
next word that makes the most sense in that particular context. That is
it. An old good statistician would do this with a Markov process or
other probabilistic approaches that could lead to similar results. GPT-3
does this with 175 billion parameters (yep, no typos). The input text
is nothing more than whatever is publically available from the Internet:
discussion forums, Reddit threads, digitized books, websites,
Wikipedia, you name it.
Using GPT-3 is very simple (provided one has a really really fat machine
packed with GPUs). It can be done in three easy steps, given the trained
model (that would cost you several thousand dollars):
1. provide a description of the task e.g. “translate English to french”
2. provide an example (optional) eg. the chair => la chaise
3. provide an “unseen” case e.g. the table =>…
and GPT-3 will magically make a translation for you because you know, that's what artificial intelligence can do.
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As always, the fields of deep learning and natural language processing are as busy as ever. Despite many industries being hindered by the quarantine restrictions in many countries, the machine learning industry continues to move forward.
f you have been following the recent developments in the NLP space, then it would be almost impossible to avoid the GPT-3 hype in the last few months. It all started with researchers in OpenAl researchers publishing their paper “Language Models are few Shot Learners” which introduced the GPT-3 family of models. GPT-3’s size and language capabilities are breathtaking, it can create fiction, develop program code, compose thoughtful business memos, summarize text and much more.
What is Artificial Intelligence (AI)? AI is the ability of a machine to think like human, learn and perform tasks like a human. Know the future of AI, Examples of AI and who provides the course of Artificial Intelligence?