general family · filed under inference & serving
Multi-agent collaboration
A broad approach involving multiple agents; the evidence does not specify a particular collaboration mechanism.
- sources
- 2
- models
- 2
- lab adopt it
- 1
- strongest
- used
How sources treat it
One count per evidence span, weakest treatment to strongest.
mentioned 1used 1
Documented in
Evidence
2 spans quoted from the sources, strongest treatment first.
To explore multi-agent collaboration on complex tasks, we conduct preliminary experiments with DeepSeek-V4.1-Flash using DeepSeek Harness’s Agent Team mode.
usedotherin DeepSeek-V4.1-FlashDeepSeek
suited for mixed-modality input and multi-agent collaboration
mentionedotherin MiMo-V2.6-FlashXiaomi
Filed alongside
Other methods under inference & serving :: agentic scaffolding.
Advisor strategyAutomatic tool choicePython toolFunction callingHarmony formatBrowser toolGeneric tool-call parserMCP tool configurationRole-based instruction hierarchyThinking with toolsVisual Search ToolXML-based tool-call schema with DSML tokenAgent Team modeAgentENVAgentic searchAgentic tool callingApp-server mode with adapted tool schemasAppArmor and eBPF sandbox policiesAssistant output channelsAsynchronous teammate spawningBash commands for context retrievalBash computer-use agentBrowsing tool with domain filteringChain-of-thought in the analysis channel