That is how I helped my Mother, to grasp “AI to ChatGPT” with a narrative.
1. Synthetic Intelligence :- Think about constructing ChefBot to assist in kitchen. (Purpose is to copy human behaviour)
2.Synthetic Slender Intelligence (ANI):- Chefbot could be programmed for a single job, maybe completely mixing batter each time. However we would like Chefbot to carry out extra complicated duties.
3. Machine Studying (ML) : After that, we start utilizing knowledge and experiences to show ChefBot. To attain this, there are three strategies.
a.Supervised Studying: We present ChefBot various kinds of truffles like chocolate, vanilla. We offer labelled directions for every cake sort, detailing components and baking occasions. ChefBot picks up the power to acknowledge and correctly make each type of cake. (machines be taught from labeled knowledge.)
b.Unsupervised Studying: We give ChefBot quite a lot of unlabelled components and recipes. ChefBot analyzes the components and teams them into classes, corresponding to dry components (flour, sugar) and moist components (eggs, milk). (discover patterns in knowledge with out express labels)
c. Reinforcement Studying:- ChefBot learns to embellish truffles by trial and error. Every time it decorates a cake, we give suggestions: optimistic for good designs and unfavourable for errors. Over time, ChefBot improves its adorning abilities primarily based on this suggestions. ( machines be taught from rewards and punishments.)
4. Deep Studying (DL):- ChefBot begins by following easy recipes. Over time, it learns complicated strategies like tempering chocolate and adorning truffles with intricate designs,nuances of warmth management, pan actions. (Like neural networks be taught from knowledge by means of a number of layers to grasp complicated duties.)
5.Generative AI (Gen AI) :- As ChefBot improves, it begins creating new recipes. ChefBot makes use of its information of components to invent new dishes. That is like Generative AI, which creates new content material primarily based on discovered patterns. (in LLM)
6. Giant Language Mannequin (LLM) :- ChefBot reads cookbooks and understands superior culinary strategies. This is sort of a Giant Language Mannequin (LLM), which understands and generates human-like textual content primarily based on intensive coaching knowledge. Gen AI makes use of information from the LLM to create new and thrilling culinary masterpieces!
7. GPT (Generative Pre-trained Transformer) :- Think about a large digital cookbook known as “The Chef’s Story.” This LLM shops data on each dish ever created. ChefBot can entry this guide/useful resource to gasoline his creativity within the kitchen.
8. GPT-4 (Particular LLM) :– Consider totally different editions of “The Chef’s Story” digital cookbook. (GPT-1, GPT-2, GPT-3, GPT-4). Every version gives extra detailed data.
9. ChatGPT (Utility):- Whereas Chefbot can’t cook dinner for everybody, he can share his information and creations utilizing a communication app powered by a earlier LLM (like GPT-3) known as “Chef Chat.”. He can reply cooking questions, suggest recipes primarily based on person preferences.