How Vizologi uses A.I.
Intro
Vizologi is powered by OpenAI's GPT-4o, the world's most sophisticated LLM (Large Language Model).
GPT-4o is a neural network of approximately 1.8 trillion parameters across 120 layers, making it one of the largest neural networks in history. It uses a Mixture Of Experts (MoE). GPT-4o utilizes 16 experts within their model, each with ~111B parameters for MLP.
What does it include? The training data included CommonCrawl & RefinedWeb, totaling 13T tokens; it has the entire Internet and an extensive collection of textbooks, along with our proprietary data about companies' business models, which has been trained and specialized in our specific use cases.
AI-generated text
Once GPT-4o is fed a prompt, it generates text streams by predicting the possibility of a sentence existing in this world.
One idea is to do text generation. GPT-4o learns to generate natural language by predicting the next word in an article from the previous words.
By predicting what word comes next in a sentence, the AI must learn how to use other words in its context. This implicitly forces GPT-4o to learn many other essential general knowledge.
Strategic insights network
I. Content acquistion
We crawl millions of different sources every day, from financial news and business information to company blogs.
II. Information extraction
Our proprietary AI models identify various entities (sectors, categories, business patterns, and companies) and relationships between them.
III. Organization identification
Organization entities are linked to unique IDs (with domains) in our database for further manipulations.
IV. Manual verification
We employ data analysts who monitor and verify data on a daily basis to ensure the data is of highest quality.
