LLM (Large Language Models)
- Most of us would have used applications of LLMS such as
- ChatGPT
- Gemini
- Claude
- Perplexity
- At its very core LLM is a Neural Network which predicts the next token(Word)
- Aritificial Intelligence is a field of study to simulate human brain/behavior/actions etc..
- AI was tried few times historically and it failed this is referred as AI Winter
-
Categorize:
- Narrow AI
- AGI
-
AI Post 1988 took an interesting turn
- Machine Learning: The ability of a system to learn based on data provided. It uses statistics, linear algebra, calculus, probability.
- Machine Learning solves two major problems
- Predictions:
- Real estate price estimator
- Score Predictor
- Stock Price predictors:
- Classifications
- Email Spam/Not Spam
- Credit Card transaction fraud/normal
- Predictions:
- Neural Networks: Mimics the human brain by creating a simulation of neurons and synapses
Prompting Technique
- An effective prompt will have
- a persona
- context
- question
- restrictions (optional)
- Examples
As an expert in physics, I'm studying in high school, As part of my science class i came across inertia, Can you explain in simple terms so that i understand better.
