A survey on large language model based autonomous agents
Autonomous agents have long been a research focus in academic and industry
communities. Previous research often focuses on training agents with limited knowledge …
communities. Previous research often focuses on training agents with limited knowledge …
Whose opinions do language models reflect?
Abstract Language models (LMs) are increasingly being used in open-ended contexts,
where the opinions they reflect in response to subjective queries can have a profound …
where the opinions they reflect in response to subjective queries can have a profound …
Artificial intelligence and illusions of understanding in scientific research
Scientists are enthusiastically imagining ways in which artificial intelligence (AI) tools might
improve research. Why are AI tools so attractive and what are the risks of implementing them …
improve research. Why are AI tools so attractive and what are the risks of implementing them …
Can AI language models replace human participants?
Recent work suggests that language models such as GPT can make human-like judgments
across a number of domains. We explore whether and when language models might …
across a number of domains. We explore whether and when language models might …
Using large language models in psychology
Large language models (LLMs), such as OpenAI's GPT-4, Google's Bard or Meta's LLaMa,
have created unprecedented opportunities for analysing and generating language data on a …
have created unprecedented opportunities for analysing and generating language data on a …
Large language models as simulated economic agents: What can we learn from homo silicus?
JJ Horton - 2023 - nber.org
Newly-developed large language models (LLM)—because of how they are trained and
designed—are implicit computational models of humans—a homo silicus. LLMs can be …
designed—are implicit computational models of humans—a homo silicus. LLMs can be …
Using large language models to simulate multiple humans and replicate human subject studies
We introduce a new type of test, called a Turing Experiment (TE), for evaluating to what
extent a given language model, such as GPT models, can simulate different aspects of …
extent a given language model, such as GPT models, can simulate different aspects of …