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EP. 269 The Secret to Trustworthy AI: "Fuzzing" Your Models with Haize Labs' Co-founder

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Manage episode 499824728 series 2637189
Content provided by MongoDB. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by MongoDB or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

How do you test a GenAI application that's constantly changing? In this episode, Shane talks to Leonard Tang, co-founder of Haize Labs, about why traditional testing fails for LLMs and how to adopt a new evaluation strategy. Leonard introduces "fuzzing"—a powerful technique for discovering edge cases, improving reliability, and building AI you can actually trust. He also gives a live demo of the Haize Labs platform, so be sure to watch the video version on YouTube or Spotify to see it in action.

  continue reading

274 episodes

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iconShare
 
Manage episode 499824728 series 2637189
Content provided by MongoDB. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by MongoDB or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

How do you test a GenAI application that's constantly changing? In this episode, Shane talks to Leonard Tang, co-founder of Haize Labs, about why traditional testing fails for LLMs and how to adopt a new evaluation strategy. Leonard introduces "fuzzing"—a powerful technique for discovering edge cases, improving reliability, and building AI you can actually trust. He also gives a live demo of the Haize Labs platform, so be sure to watch the video version on YouTube or Spotify to see it in action.

  continue reading

274 episodes

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