Benchmarking large language model agent societies against human behavioural distributions
SILICA is an open instrument that tests three doubts of large language model agents: whether the agents behave like the humans they stand in for, whether a finding survives changes to the apparatus that leave the rules untouched, and whether apparent social dynamics are interaction at all rather than the reproduction of experiments the models have read.