In July 2020, OpenAI released Generative Pre-trained Transformer 3 (GPT-3), a natural language generation model. GPT-3 is trained using the largest data set that any language model has had access to. It also uses transformers. Transformers are a recent breakthrough in deep learning that increases performance.
GPT-3 takes in any sentence prompt and returns suggestions to complete that sentence. The suggestions match the style and voice of the text that you provide in the training phase. The suggestions often seem human-written. You can consider them, tweak the ones that you're interested in, and ignore the ones you don't care about. The suggestions could lead you into something entirely new and unexpected.
GPT-3 pushes AI to it's limits. It's an attempt to transform the way we think about writing.
Here’s a list of a few GPT-3 startups categorized based on business problems:
1. Write Fiction
Collaborate with AI to write creative fiction.
2. Write Code
Describe your algorithm in plain text and leave it to AI to write the code.
3. Write Marketing Content
Autogenerate personalized Ad copy.
- Humans vs AI
- Virtual Ghost Writer
- Snazzy AI
4. Write Emails
Turn bullet points into complete emails.
5. Recruit Employees
Write a job description that attracts the perfect candidate.
6. Learn Anything
Learn from conversing with AI that explains topics like Elon, Einstein, Turing, or Gandhi would.
7. Chat Messaging
Talk to a bot instead of a customer support rep, a life coach, or even a friend.
8. Create Designs
Work in tandem with AI to create aesthetic designs.
9. Build Games
Design immersive games with AI.
10. Create Videos
Create pictures and videos that are deepfakes.