AI case study

Slingshot AIMental health support

Long therapy logs caused training failures. A new pipeline handles extended context, enabling 3-7x more weekly model updates.

Published|6 months ago

The story

Context

A mental health AI company developing the first foundation model for psychology using the industry's largest dataset of therapeutic interactions.

Challenge

Therapeutic models require frequent updates, but standard platforms failed due to context length constraints when processing long conversation...

Solution
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Scope & timeline

  • 3x more frequent training iterations

Quotes

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The company

Slingshot AI logo

Slingshot AI

slingshotai.com

Foundation model for psychology and personalized mental health support.

IndustryHealthcare Providers
LocationSan Francisco, CA, USA
Employees11-50
Founded2024

The AI provider

Together AI logo

Together AI

www.together.ai

AI-native cloud platform for training, fine-tuning, and deploying open-source models.

IndustryTechnology
LocationSan Francisco, CA, USA
Employees51-250
Founded2022

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