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When you talk to ChatGPT, it's like it has a "cheat sheet" in front of it.
This note contains the recent things you've said and its own replies. ChatGPT looks at this note to reply to you. However, it can only see a limited amount of words at once, so if the conversation gets too long, it might forget the earlier parts. It doesn't "remember" like humans do; it just refers back to its cheat sheet. The term " context " refers to this note – it's the combined list of recent things both you and the AI have said. Each GenAI model has a different amount of information it can remember in a context window: For example, ChatGPT can remember the last ~3,000 words in a conversation.
New AI models like Claude can remember up to 75,000 words, or about the length of “Harry Potter and the Sorcerer’s Stone” at a time. That said, AI models with larger context windows tend to have lower quality responses.
ChatGPT cheat sheet
How LLMs work is most important to know in AI world.
There are 7 STEPS in complete LLM execution:
Text Input - Prompt, questions or instructions
Tokenization - Split text into smaller model-readable tokens
Token Embeddings - Convert Tokens into dense numeric vectors
Transformer - Process all tokens throughs stacked transformer layers
Prediction - Estimate the next most likely token
Decoding - Choose a token and continue generation
Response - Convert generated tokens back into readable text
Help me
Fully complete an assignment for me.
AI chatbot use - NO
Reason
If AI is doing the work for you, you are missing the learning - Try another approach.
To develop your brain, refer the recommendations or suggestions but you should write your thoughts in your own words.
Generative AI excels in content creation. Generative models learn from data and make predictions or generate new data based on that knowledge.
The “new data” can range from text and images to music and even simulated environments.
Deepfake videos is one example of it.
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