|
|
|
|
|
by canttestthis
946 days ago
|
|
Whats the endgame here? Is the story of LLMs going to be a perpetual cat and mouse game of prompt engineering due to its lack of debuggability? Its going to be _very hard_ to integrate LLMs in sensitive spaces unless there are reasonable assurances that security holes can be patched (and are not just a property of the system) |
|
We have to hope there's going to be an architectural breakthrough in the next couple/few years that creates a way to separate out instructions (prompts) and "data", i.e. the main conversation.
E.g. input that relies on two sets of tokens (prompt tokens and data tokens) that can never be mixed or confused with each other. Obviously we don't know how to do this yet and it will require a major architectural advance to be able to train and operate at two levels like that, but we have to hope that somebody figures it out.
There's no fundamental reason to think it's impossible. It doesn't fit into the current paradigm of a single sequence of tokens, but that's why paradigms evolve.