be able to support this kind of adaptation, with inference time adjustments to thresholds used to tune the discriminators,
for example (Section 6.1).
We ultimately recognize that there is a wide range of perspectives on what constitutes desirable model values and
behavior. Despite the progress we and others demonstrate in being able to reduce some of the model’s more harmful
outputs through ﬁne-tuning, achieving broad consensus on the nuances of what constitutes safety and groundedness is
going to remain a fundamental long-term challenge in the ﬁeld of open-ended dialog systems.
LaMDA- Language Models for Dialog Applications