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Was thinking about this today in context of hiring. We have these amazing LLMs that are continually improving. Yet if you say to them, here’s my business, now
by patrickhogan1 2y ago
Was thinking about this today in context of hiring.
We have these amazing LLMs that are continually improving. Yet if you say to them, here’s my business, now takeover the marketing department. You will end up with so much output that’s not localized that the value of the whole output is worth very little. Yet when you have a highly experienced localized marketing leader use the LLM to speed up work the whole output is very valuable.
I don’t think this problem is solved by solely defining preferences better. It’s clear a human adaptation layer beyond solely RLHF is needed for at least the short term.
- defnotai 2y agoAgreed. The problem is that many SaaS products want to integrate AI into their systems in ways that strike this balance, but in my experience, giving individuals an OpenAI account and letting them figure out how to automate the boring parts of their job is more effective. However, different people in the same job will likely use AI slightly differently, and it can be hard to find the right abstraction that suits a SaaS product. And then, like it or not, companies are hopping on the agent train hoping to automate out a percentage of their headcount because that’s how they’re being pitched on it behind closed doors.