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> it won't actually lie to you or sprinkle in agendas.

That's _entirely_ dependant on the training dataset. Nothing about an LLM inherently prevents this.

Indeed. This is why data needs to be open, and the pipelines locally reproducible. All papers must include their data and training code and weights.