Unverified50% confidenceFactExact time
Walkers do not share intermediate information with each other by default, and cross-task information transfer must be relayed through the Router.
1
Sources
50%
Confidence
Long-term
Relevance
11/4/2026
First Seen
Sources
DeepSeek Open-Sources Agent Prototype: Two-Tier Architecture Ends Multi-Window Chaos
bilibili-_-TAT-_11/3/2026
Related Entities
Related Claims
UnverifiedEach Walker takes on specific tasks and executes them in parallel, isolated from and operating independently of one another to avoid mutual interference.60% similarUnverifiedIn human-in-the-loop interactions, humans implicitly signal task-state transitions through each subsequent message they send, fulfilling a boundary management function that long unattended task graphs have no role fulfilling by default59% similarUnverifiedIf subtasks require frequent state synchronization or the task is highly linear, a single agent with tool calls is often more efficient than multiple agents, because there is only one context and no cross-agent information transfer loss59% similarUnverifiedThe authors explicitly point out that sharing the policy across prompts (the same policy weights serving all tasks simultaneously) is the source of interference between tasks.57% similarUnverified权重共享使卷积操作等价于对输入信号做互相关运算，并引入平移等变性这一归纳偏置57% similar
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