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Topic group

Grounded AI learners

How AI can answer from real business records, and how to check it.

  • Grounded AI

About this group

For anyone curious about grounded AI: how answers are built from records, when a system should hand over to a person, and how to test answers.

Pinevon’s learning paths and guides are the shared starting point.

What to talk about

  • Grounded answers versus guesses
  • Designing hand-offs and human review
  • Evaluating answers and keeping data accurate

Guidelines

  • Link to a source when you make a claim about how a model or product behaves.
  • Be kind and assume good intent. Disagree with ideas, not people.
  • Never post passwords, API keys, customer details or anything private from your business. The team will never ask for them.
  • Share what you have tried and what happened. Screenshots help; blur personal data first.
  • No selling, spam or unsolicited promotion.
  • Security problems go to security@pinevon.com or the report page, not a public channel.
  • Each channel’s own terms and moderation apply. Pinevon cannot see or remove posts outside channels it runs.

Resources

  • Foundation learning path
  • A practical guide to grounded AI
  • Our approach to AI

Join the conversation

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