meta-agent
PulseAugur coverage of meta-agent — every cluster mentioning meta-agent across labs, papers, and developer communities, ranked by signal.
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Multi-agent LLMs show mixed results in FIFA World Cup forecasting study
A new study published on arXiv explored the effectiveness of multi-agent large language models (LLMs) in forecasting, specifically for the 2026 FIFA World Cup. The research involved a four-agent system where a quantitat…
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LLM agents learn to preprocess environments without task-specific guidance
Researchers have developed a method for LLM agents to preprocess unfamiliar environments without task-specific guidance. This task-agnostic environment preprocessing allows agents to build reusable artifacts like indice…
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Recuris enhances AI agent memory for long-horizon tasks
Recuris has developed a novel approach to agent memory, splitting it into "Working Memory" for task progress and "Experiential Memory" for skills. This system aims to improve the effectiveness of long-horizon agents by …