Multi-Head Latent Control: A Unified Interface for LLM Agent Decision Making

• 类型：arxiv
• 标识：2607.14277
• 链接：https://arxiv.org/abs/2607.14277
• 主分类：agent
• 形态：application
• 被引：0
• 被引来源：Semantic Scholar
• S2被引：0
• 影响力被引：0
• TLDR：Multi-Head Latent Control is introduced, a lightweight layer that reads hidden-state trajectories from a frozen LLM or VLM to produce deployment-time control signals, enabling early handoff from partial generations and more accurate intervention decisions in multi-model systems.
• 待LLM分类：否
• 标题中文：Multi-Head Latent Control：面向 LLM Agent 决策的统一接口
• TLDR中文：提出 Multi-Head Latent Control，一种轻量级层，读取冻结 LLM 或 VLM 的隐状态轨迹以生成部署时的控制信号，从而支持从部分生成的提前交接，并在多模型系统中实现更准确的干预决策。
• 来源文件：
• /inbox/tom/_candidates/2026-07-27-agent-rag-longcontext-candidates.json
• /inbox/tom/_candidates/2026-07-28-rag-retrieval-reranking-candidates.json
• /inbox/tom/_candidates/2026-07-28-agent-rag-longcontext-candidates.json
• [S2 enrich]