Ask HN: How to ensure that AI and automated decision tools are traceable?

2 pointsakashcoach1y ago3 comments

My company want to introduce AI for automated decision making on insurance claims. They are asking me to make sure that any tool that we use is traceable and algorithms can be explained in case of a review/audit and to have strong governance practices in place. I am leaning towards using Natural Language Processing and intend to stay away from LLM due to their limitations with auditing etc. Any suggestions from HN?

3 comments

mindcrime1y ago

I'd suggest hiring a consultant to help with this. I mean, I'm the last person typically to engage in "gatekeeping" but on something like this, a mistake could represent an existential threat to the entire firm. You don't want to be "learning as you go" under those circumstances, IMO.

akashcoachOP1y ago

Thanks. By consultant, do you mean someone like EY etc?

mindcrime1y ago

Well, maybe. But I imagine there are qualified people working for much smaller firms, possibly even one-person agencies, who might represent a smaller financial cost.

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Ask HN: How to ensure that AI and automated decision tools are traceable?

2 pointsakashcoach1y ago3 comments

3 comments

mindcrime1y ago

akashcoachOP1y ago

Thanks. By consultant, do you mean someone like EY etc?

mindcrime1y ago

Well, maybe. But I imagine there are qualified people working for much smaller firms, possibly even one-person agencies, who might represent a smaller financial cost.

j / k navigate · click thread line to collapse