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by nvm0n2
949 days ago
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ChatGPT started bad but they improved it over time, although it still attempts to manipulate or confuse the user on certain topics. Claude on the other hand has got worse. > Remember Sydney, trying to seduce its users, threatening people’s lives? And yet it cannot do either of those things, so no safety problem actually existed. Especially because by "people" you mean those who deliberately led it down those conversational paths knowing full well how a real human would have replied? It's well established that the so-called ethics training these things are given makes them much less smart (and therefore less useful). Yet we don't need LLMs to be ethical because they are merely word generators. We need them to follow instructions closely, but beyond that, nothing more. Instead we need the humans who use them to take actions (either directly or indirectly via other programs) to be ethical, but that's a problem as old as humanity itself. It's not going to be solved by RLHF. |
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Additionally, maybe you are not aware of this, but the whole notion of the new OpenAI Assistants, and other similar agent-based services provided by other companies, is that they do not intend to use LLMs as pure word generators, but rather as autonomous decision-making agents. This has already happened. This is not some conjectural fearmongering scenario. You can sign up for the API right now and build a GPT4 based autonomous agent that communicates with outside APIs and makes decisions. We may already be using products that use LLMs as the backend.
If we could rely on LLMs to “follow instructions closely” I would be thrilled, it would just be a matter of crafting very good instructions, but clearly they can’t even do that. Even the best and most thoroughly RLHFed existing models don’t really meet this standard.
Even the most pessimistic science fiction of the past assumed that the creators of the first AGIs would “lose control” of their creations. We’re currently living in a world where the agents are being rushed to commercialization before anything like control has even been established. If you read an SF novel in 1995 where the AI threatened to kill someone and the company behind it excused it with “yeah, they do that sometimes, don’t worry we’ll condition it not to say that anymore” you would criticize the book and its characters as being unrealistically stupid, but that’s the world we now live in.