Gradientsys, an LLM-scheduled multi-agent framework using ReAct and MCP, reports 24.1% GAIA accuracy versus 15.0% for a MinionS-style baseline and lower cost, but provides no reproducible artifacts.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.MA 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Gradientsys: A Multi-Agent LLM Scheduler with ReAct Orchestration
Gradientsys, an LLM-scheduled multi-agent framework using ReAct and MCP, reports 24.1% GAIA accuracy versus 15.0% for a MinionS-style baseline and lower cost, but provides no reproducible artifacts.