Build Your AI StartUp. Episode 4

Hackathon Kick-Off Stream

lablab.ai Introduction and Hackathon Schedule

Introduction about GAIA, startup accelerator program located in Saudi Arabia. Explore the opportunities for your Hackathon project!

GAIA: Accelerating AI Innovations

Hackathon Rules and Technologies

Interview with the Startup Team from GAIA Accelerator: A Success Story

We will begin with the Platform Guide and then move on to the Mentors Introduction.

Platform Guide and lablab.ai Mentors Introduction

Hackathon Deadline

Creating a middleware layer that improves GPTs performance for non English prompts

polyglot GPT

Raghavan


Problem:
GPT (and other large language models) are english centric.
Although they understand a lot of languages, they are less accurate in instruction following in other languages.
The vocabulary limit of GPT is limited and cannot handle all the world languages effectively
When the prompt is not in english, GPT responses are 2X slower. 
Opportunity:
A middleware AI layer , that translates prompts between any language and GPT, without having to retrain GPT to instruction follow in the target language
Business opportunity: 
Opens up prompt engineering outside of English. 
Opens up GPT (or other LLM) to be effectively used by 1 billion non english speakers across the globe.

https://docs.google.com/presentation/d/1pTw-u-xJt_L8Y8l2y5KZSdaMGJq0BiLAbxhkYhfKQ74/edit?usp=sharing


Problem: GPT is still very english centric when it comes to instruction following.
Startup Idea: Invest in a middleware (Translation layer) that can open up GPT to millions of non english speakers, helping them become effective prompt engineers

"polyglot GPT team on Build Your AI StartUp. Episode 4 Hackathon"

Team Idea

Submission