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Frontier LLMs know more facts than they can recall
- avaer 2mo agoThe interesting claim is that frontier models are all fact-saturated. Gets me thinking whether this means that post-training inherently has a hard time to get rid of facts. That is, on a general corpus, can we reasonably prevent models from knowing/outputting the things they're not supposed to via post-training, or does that only add obstacles to the recall? Are all models inherently jailbreakable?
- zhoBEENG 2mo agoI would guess that all sufficiently capable models necessarily contain the information in question, regardless of what guardrails are on that information. I think this is a corollary to the Platonic Representation Hypothesis / model convergence. Would be curious to hear arguments against this.