From: angel00000100000@mail.ee   
      
   LamB.............................   
      
      
      
   On Sunday, January 1, 2023 at 10:26:31 PM UTC+2, Amine Moulay Ramdane wrote:   
   > Hello,    
   >    
   >    
   > More of my philosophy about the weakness of Generative Pre-trained   
   Transformer and more of my thoughts..    
   >    
   > I am a white arab from Morocco, and i think i am smart since i have also    
   > invented many scalable algorithms and algorithms..    
   >    
   >    
   > I think i am highly smart since I have passed two certified IQ tests and i   
   have scored "above" 115 IQ, and i mean that it is "above" 115 IQ,    
   > so i think i am discovering the pattern with my fluid intelligence that    
   > explains the weakness of Generative Pre-trained Transformer of like ChatGPT,   
   and it is that ChatGPT can discover the patterns using    
   > the existing patterns from the data or knowledge, so it is like using    
   > the smartness of the data, but ChatGPT can not use the smartness of the   
   human brain that also comes with human consciousness that optimizes more it   
   can not invent highly smart patterns or things from like is doing it a highly   
   smart human from his brain,   
    so i think that ChatGPT will still be not capable of this kind of highly   
   smart creativity, but still it remains really powerful and really useful, so i   
   invite you to read my following previous thoughts that make you understand my   
   views:    
   >    
   >    
   > More precision of my philosophy about the mechanisms of attention and   
   self-attention of Transformers AI models and more of my thoughts..    
   >    
   >    
   > I think i am highly smart since I have passed two certified IQ tests and i   
   have scored "above" 115 IQ, and i mean that it is "above" 115 IQ, i think i am   
   understanding deep learning, but i say that Transformers are deep learning +   
   self-attention and    
   attention, and this attention and self-attention permit to grasp "context" and   
   "antecedents", for example when you say the following sentence:    
   >    
   >    
   > "The animal didn't cross the street because it was too tired"    
   >    
   >    
   > So we can ask how the artificial intelligence of ChatGPT that uses    
   > Generative Pre-trained Transformer will understand that the "it" in    
   > the above sentence is not the street but the animal, so i say that    
   > it is with self-attention and attention mechanisms of artificial   
   intelligence and with the training with more and more data that the   
   transformer can "detect" the pattern of the "it" refers to the "animal" in the   
   above sentence, so self-attention and    
   attention of the artificial intelligence of ChatGPT that we call Generative   
   Pre-trained Transformer permit to grasp "context" and "antecedents" too, it is   
   also like logically inferring the patterns using self-attention and attention   
   from the context of    
   the many many sentences from the data, and since the data is exponentially   
   growing and since the artificial intelligence is also generative, so i think   
   it will permit to make the artificial intelligence of the transformer much   
   more powerful, so as you    
   notice that the data is King , and the "generative" word of the Generative   
   Pre-trained Transformer refers to the model's ability to generate text, and of   
   course we are now noticing that it is making ChatGPT really useful and   
   powerful, and of course i say    
   that ChatGPT will still much more improve , and read my following previous   
   thoughts so that to understand my views about it:    
   >    
   >    
   > More of my philosophy about transformers and about the next GPT-4 and about   
   ChatGPT and more of my thoughts..    
   >    
   >    
   >    
   > The capabilities of transformer architectures, as in GPT of ChatGPT that is   
   called Generative Pre-trained Transformer, are truly remarkable, as they allow   
   machine learning models to surpass human reading comprehension and cognitive   
   abilities in many    
   ways. These models are trained on massive amounts of text data, including   
   entire corpora such as the English Wikipedia or the entire internet, which   
   enables them to become highly advanced language models (LMs) with a deep   
   understanding of language and    
   the ability to perform complex predictive analytics based on text analysis.   
   The result is a model that is able to approximate human-level text cognition,   
   or reading, to an exceptional degree - not just simple comprehension, but also   
   the ability to make    
   sophisticated connections and interpretations about the text, because the   
   network of Transformer pay “attention” to multiple sentences, enabling it   
   to grasp "context" and "antecedents". These transformer models represent a   
   significant advancement in    
   the field of natural language processing and have the potential to   
   revolutionize how we interact with and understand language.    
   >    
   > GPT-4 is significantly larger and more powerful than GPT-3, with 170   
   trillion parameters compared to GPT-3’s 175 billion parameters(and even   
   GPT-3.5 of the new ChatGPT has 175 billion parameters). This allows GPT-4 to   
   process and generate text with    
   greater accuracy and fluency, so with feedback from users and a more powerful   
   GPT-4 model coming up and by being trained on a substantially larger amount of   
   data , ChatGPT that will use GPT-4 may "significantly" improve in the future.   
   So i think ChatGPT    
   will still become much more powerful. And i invite you to read my previous   
   thoughts about my experience with the new ChatGPT:    
   >    
   >    
   > More of my philosophy about my experience with ChatGPT and about artificial   
   intelligence and more of my thoughts..    
   >    
   >    
   > I think i am highly smart since I have passed two certified IQ tests and i   
   have scored "above" 115 IQ, and i mean that it is "above" 115 IQ,    
   > so in those two last days i have just tested ChatGPT so that to see if    
   > this new artificial intelligence launched by OpenAI in November 2022 is   
   efficient, and i think that it is really useful, since i think by testing it   
   that it can score well on the human average smartness, but if you want it to   
   be highly smart by    
   inventing highly smart things , it will not be able to do it, but if you want   
   ChatGPT to be highly smart on what it has learned from the existing smartness   
   of the human knowledge that it has been trained on, i think it can also score   
   high in many times    
   of it, also ChatGPT can in many times make much less errors than humans, so i   
   think that ChatGPT is really useful, and i think that ChatGPT will be improved   
   much more by increasing the size of    
      
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