“You need more pre-training data… give the model a bunch of data and think… transform this data… pre-trained on it would make the model smarter”
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Said on "The Cognitive Revolution"
Dan Stocker · Cyber Risk Management Podcast · EP 220: Every AI Agent Needs Its Own Name
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notes that open-weight models lack access to training data, making it hard to evaluate bias or risk
“You need more pre-training data… give the model a bunch of data and think… transform this data… pre-trained on it would make the model smarter”
“First thing you ask is, are you using my data to train third-party AI models? And it's gotta be a hard no”
“The AI office can request, as it was said, the information and model access, conduct evaluations that require measures concerning the general purpose AI providers that have systemic risk.”
“We're actually able to bias the model based off of the direct user feedback using some of these like online training methodologies. We're able to see like real upticks in user satisfaction, completion rates, decreased tool call failures”
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