Thumbs and structured feedback

Adam Kershner
Adam KershnerCEO
5 min read

Thumbs and structured feedback

Per-message up/down with optional categories (accurate, helpful, slow, safety, etc.) to improve the product.

What this is

Each assistant message can receive thumbs up/down and optional tags (accurate, slow, safety, etc.) so Kahana can improve models and routing.

How to use it

  • Open feedback from the message footer.
  • Pick tags that best explain the issue; add detail text when prompted.
  • Thumbs do not change your quota; they are quality signals.

Notes and limits

Abuse or spam feedback may be rate limited server-side.

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About the Author

Adam Kershner
Adam Kershner
CEO

I'm the CEO of Kahana, bringing a unique perspective from my management consulting experience at Clarkston Consulting and biomedical engineering background from Duke University. I'm focused on making the future of work more elegant through innovative technology solutions that prioritize user well-being and productivity.