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alexchantavyyesterday at 6:02 PM2 repliesview on HN

> they mimic common misconceptions found on the internet (e.g. "chameleons change color for camouflage")

Wait what, what do chameleons actually change color for then?? TIL.

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So if I understand correctly, you take existing models, do fancy adjustments to them so that they behave better, and then sell access to that?

> These are both applications where Fortune 500 companies have utilized our technology to improve subpar performance from existing models, and we want to bring this capability to more people.

Can you share more examples on how your product (IIUC, a policy layer for models) is used?


Replies

cgorllayesterday at 10:53 PM

The product integrates as a layer on top of their existing models, serving as a policy-as-code layer so they don't have to fine-tune, prompt engineer etc. to get them up to par in their deployments as is standard now.

One example that I like discussing is insurance, where the local, state, and federal policy landscape changes frequently. We worked with an Inc. 5000 Insurtech that had issues with NAICS codes hallucinating, which are used to profile risk of an individual's profession. Their enterprise Claude model generated a NAICS code that was valid and passed AWS Bedrock's guardrails, but wasn't valid for the year the claim was made. We were able to catch that with the policy engine.

tdfirthyesterday at 7:11 PM

I believe they change color to express emotion.

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