“Look at that template that allows you to evaluate new AI tools before they get procured or deployed.”
DS
Dan Sampson
Exploring Standards with Assent ·
Founder Mode · Was Yoda Right About AI? with JJ Zhuang
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Run multiple layers of evaluation (guardrails and suspenders) on new model releases to catch regressions before deployment
“Look at that template that allows you to evaluate new AI tools before they get procured or deployed.”
“And if you use a logistic regression on top of embeddings or a small model, you get the intelligence of logistic regression on top of embeddings or a small model.”
“If we see an ever so slight regression, we didn't want to proceed with a broad release and so it was ... withheld”
“On the first runs, I have a lot of stops… then I start to remove the guardrails… the first time you micromanage, then you feel confident you remove most of the guardrails.”
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