“Stress testing the models ... trying to expose weaknesses ... creates a baseline for the performance of your models”
DS
Dan Stocker
Cyber Risk Management Podcast ·
Latent Space: The AI Engineer Podcast · Dyna-2: General Purpose Physical Agents with Hour-Long Autonomy - Jason Ma, Dyna Robotics
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Create synthetic task instances (e.g., "grabbing a drink") to stress-test language-following capabilities of their models
“Stress testing the models ... trying to expose weaknesses ... creates a baseline for the performance of your models”
“We now have a capability where we have an AI competence score factor. So it's not just can you complete the task, but how did you complete the task with AI?”
“We not only stress test to show families how their retirement plan holds up in a variety of scenarios... when people see that their plan still works when bad things happen, that's when fear starts to fade.”
“If you have 10 tasks in sequence... the ER model has a certain X success rate and the VLA model has a Y success rate, now the sequencing task compounds the error”
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