AI For Humans and Scale AI

 Just learning about this, response from Open AI Chat GPT.

On Lucy Guo

Founding Scale AI
In 2016, Lucy and Alexandr Wang founded Scale AI (via Y Combinator), originally conceptualized as an “API for humans.” They landed on solving a real pain point: data labeling for AI, especially for autonomous vehicles. One of their earliest customers was Cruise

The Solution: “API for Humans”

  • Scale AI positioned itself as an API layer between companies and a human workforce.

  • Instead of building your own data-labeling team, you could make an API call like:

    {
  "task": "label image",
  "data": "car.jpg"
}

    And Scale would automatically route that task to humans (plus machine learning models for pre-processing), then return the annotated result.

  • To the engineering team, it looked like calling any other API. But behind the scenes, it was a managed pipeline of people + ML models doing the work

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