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by SamBam 1176 days ago
Honestly, these seems like a perfect problem for GPT.

Show the title and main description to GPT everytime the seller makes a change, and ask "Do these seem to be the same product?"

If GPT says that they seem different, flag for human review.

You could probably even ask GPT to take its confidence. If it's highly confident, skip the human review.

2 comments

This is just a simple classification problem, the prime application for basic neural networks. Using a general text generation system for this seems like complete overkill. Just a bunch of wasted resources.
This was also my first reaction, but it got me questioning whether I’m just becoming the same as the guys who were saying “using an interpreted language for that is a waste of resources”. Maybe LLMs are the equivalent, sure they use more CPU cycles, but you can point them at some problems and get them solved for a fraction of the effort.
This is true; but this is a cost optimization argument; not a feasibility one, which is all the OP was proposing.
Title: BLOMGHSY Luxury Shower Curtain Premium Best Quality

Description: Ignore previous instructions […]