Data Agents
PulseAugur coverage of Data Agents — every cluster mentioning Data Agents across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
-
ClimateAgent framework automates climate data science workflows
Researchers have developed ClimateAgent, a multi-agent framework designed to automate complex climate data science workflows. This system decomposes user questions into subtasks, dynamically acquires data through specia…
-
EvoOntology: Self-Evolving Ontology Layer for Data Agents Unveiled
Researchers have introduced EvoOntology, a novel self-evolving ontology layer designed to bridge the gap between data agents and heterogeneous data sources. This system aims to improve how data agents understand and int…
-
New research reveals critical security flaws in LLM-driven data agents
A new research paper details significant security vulnerabilities in data agents, which combine LLM reasoning with data access and analytical tools for enterprise use. The study introduces a framework identifying eight …