For developing my hail mary alignment approach, the dream would be to be able to load enough of the context of the idea into a LLM that it could babble suggestions (since the whole doc won’t fit in the context window, maybe randomizing which parts beyond the intro are included for diversity?), then have it self-critique those suggestions automatically in different threads in bulk and surface the most promising implementations of the idea to me for review. In the perfect case I’d be able to converse with the model about the ideas and have that be not totally useless, and pump good chains of thought back into the fine-tuning set.
For developing my hail mary alignment approach, the dream would be to be able to load enough of the context of the idea into a LLM that it could babble suggestions (since the whole doc won’t fit in the context window, maybe randomizing which parts beyond the intro are included for diversity?), then have it self-critique those suggestions automatically in different threads in bulk and surface the most promising implementations of the idea to me for review. In the perfect case I’d be able to converse with the model about the ideas and have that be not totally useless, and pump good chains of thought back into the fine-tuning set.