Naumi Rich
My feedback
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1 vote
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2 votes
An error occurred while saving the comment Thanks a lot for sharing this! I checked out the site and really appreciate the authentic vibe and quality they offer. It’s rare to find vintage suppliers that truly respect the craftsmanship. Your recommendation means a lot as I continue building my collection!
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26 votes
An error occurred while saving the comment Great discussion! I agree with the points raised—evaluating credit scoring models with alternative data demands more than just traditional metrics like AUC. Fairness, transparency, and long-term stability are crucial, especially with model drift being a real concern. It’s encouraging to see growing focus on ethical AI and responsible credit assessment practices. The RiskSeal article is a solid starting point for this conversation
i’ve noticed that the most successful automation strategies usually start with identifying “hidden bottlenecks” — those small, repetitive tasks that people often overlook because they seem minor. once those are automated, teams instantly feel the difference in speed and focus. what’s interesting is how this gradual approach often uncovers deeper workflow patterns that weren’t obvious before. automation, when done right, doesn’t just save time — it reshapes how people think about collaboration and problem-solving across departments.