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If you want an AI to actually do things like answer your questions instead of just complete the question you have to nudge the model to do that which makes it s
by Spivak 3y ago
If you want an AI to actually do things like answer your questions instead of just complete the question you have to nudge the model to do that which makes it stray from the "best" answer. There's a balance you need to strike between aligning it enough so that it gives answers humans actually want and not aligning too much to degrade the models performance.
People have an axe to grind with OpenAI because they purposely align their model to be boring as the intended audience is companies embedding it in their own products and try to fight the bias inherent in a model trained on the writings of the average chronically online Redditor. The frustration isn't unfounded, if you want to use the model for programming having to pay the 'alignment tax' because someone else is using the model for a customer service bot and can't match energy with an angry customer sucks.