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News/Towards Direct Latent-Space Synthesis for Parallel Branches in LLM-Agent Workflows
arxiv
PublishedJune 15, 2026 at 4:00 AM
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Towards Direct Latent-Space Synthesis for Parallel Branches in LLM-Agent Workflows

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arXiv:2606.14672v1 Announce Type: new Abstract: Large language models increasingly serve as execution engines for agentic systems, yet they still consume context through a sequential text interface. This creates a mismatch with modern structured agent workflows, in which independent branches explore

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