A future role for health applications of large language models depends on regulators enforcing safety standards
Among the rapid integration of artificial intelligence in clinical settings, large language
models (LLMs), such as Generative Pre-trained Transformer-4, have emerged as …
models (LLMs), such as Generative Pre-trained Transformer-4, have emerged as …
[HTML][HTML] Human-Comparable Sensitivity of Large Language Models in Identifying Eligible Studies Through Title and Abstract Screening: 3-Layer Strategy Using GPT …
K Matsui, T Utsumi, Y Aoki, T Maruki… - Journal of Medical …, 2024 - jmir.org
Background The screening process for systematic reviews is resource-intensive. Although
previous machine learning solutions have reported reductions in workload, they risked …
previous machine learning solutions have reported reductions in workload, they risked …
From llms to llm-based agents for software engineering: A survey of current, challenges and future
With the rise of large language models (LLMs), researchers are increasingly exploring their
applications in var ious vertical domains, such as software engineering. LLMs have …
applications in var ious vertical domains, such as software engineering. LLMs have …
Medical graph rag: Towards safe medical large language model via graph retrieval-augmented generation
We introduce a novel graph-based Retrieval-Augmented Generation (RAG) framework
specifically designed for the medical domain, called\textbf {MedGraphRAG}, aimed at …
specifically designed for the medical domain, called\textbf {MedGraphRAG}, aimed at …
Literacy in the time of Artificial Intelligence
The latest mutation of Artificial Intelligence, Generative AI, is more than anything a
technology of writing. It is a machine that can write. In a world‐historical frame, the …
technology of writing. It is a machine that can write. In a world‐historical frame, the …
[HTML][HTML] Agent design pattern catalogue: A collection of architectural patterns for foundation model based agents
Foundation model-enabled generative artificial intelligence facilitates the development and
implementation of agents, which can leverage distinguished reasoning and language …
implementation of agents, which can leverage distinguished reasoning and language …
The costs of housing regulation: Evidence from generative regulatory measurement
We present a novel method called" generative regulatory measurement''that uses Large
Language Models (LLMs) to interpret statutes and administrative documents. We …
Language Models (LLMs) to interpret statutes and administrative documents. We …
A scalable communication protocol for networks of large language models
Communication is a prerequisite for collaboration. When scaling networks of AI-powered
agents, communication must be versatile, efficient, and portable. These requisites, which we …
agents, communication must be versatile, efficient, and portable. These requisites, which we …
Towards building specialized generalist ai with system 1 and system 2 fusion
In this perspective paper, we introduce the concept of Specialized Generalist Artificial
Intelligence (SGAI or simply SGI) as a crucial milestone toward Artificial General Intelligence …
Intelligence (SGAI or simply SGI) as a crucial milestone toward Artificial General Intelligence …
Are large language models qualified reviewers in originality evaluation?
Large language models (LLMs) are a new generation of conversational language model
with impressive semantic comprehension, text generation, and knowledge inference …
with impressive semantic comprehension, text generation, and knowledge inference …