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How Vizologi uses A.I.

Intro

Vizologi is powered by OpenAI's GPT-3, a sophisticated natural language processing (NLP).

GPT-3 has a complete dataset of approximately 175 billion parameters, making it one of the largest neural networks in history.

What does it include? The five most rich datasets so far, Common Crawl, Webtext 2, Book 1, Book 2, and Wikipedia; in short, it has the entire Internet and all available books.

AI-generated text

Once GPT-3 is fed a prompt, it  generates streams of text by predicting the possibility of a sentence existing in this world.

Query:

‘cats’ and ‘social media'

AI-generated ideas:

  • Catspiracy.
  • Cats are taking over the world. But what if they were actually running it all in the shadows? This is the story of the rise of cats to global dominance, starting from the end of the 20th century.
  • A cat-based dating app.
  • If Tinder can create a dating app based on proximity, why can’t we create one based entirely on cats?
  • A cat dating site.
  • Cats are popular. They’re probably hated, but they’re still popular. So, why not make a dating site dedicated to people who like cats?

One idea is simply to do text generation. GPT-3 learns to generate natural language by predicting the next word in an article from the previous words.

where are we going where are we going

By predicting what word comes next in a sentence, the AI must learn how to make use of other words in its context. This implicitly forces GPT-3 to learn many other important general knowledge.

Strategic insights network

strategic insights network 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.

And coming soon: AI-generated business models

Combining the innovation power of the mash-up method, along with our proprietary Artificial Intelligence algorithm, we will AI-generate unique and creative business models for your startup.