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Building High-Quality & Trustworthy FMware – Dayi Lin
Session Outline:
Overview of AIware
Introduction to the trustworthiness of software and AI
How do you select the right model?
How to benchmark a model?
How to write a good prompt?
How to prevent hallucination?
How to debug prompts?
How to prevent getting or causing harm – Guardrails
How to ensure compliance in dataflow?
How to conduct quality evaluation?
How to interact with the users?
How to operationalize the application?
