StructMem: Structured Memory for Long-Horizon Behavior in LLMs

StructMem: Structured Memory for Long-Horizon Behavior in LLMs | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/structmem-structured-memory-for-long-horizon-behavior-in-llms

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-24
Score updated: 2026-04-24
Score fresh until: 2026-05-24
References: 0
Source count: 4
Coverage: 67%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID structmem-structured-memory-for-long-horizon-behavior-in-llms | Route /signal-canvas/structmem-structured-memory-for-long-horizon-behavior-in-llms

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/structmem-structured-memory-for-long-horizon-behavior-in-llms

MCP example

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    "mode": "paper",
    "paper_ref": "structmem-structured-memory-for-long-horizon-behavior-in-llms",
    "query_text": "Summarize StructMem: Structured Memory for Long-Horizon Behavior in LLMs"
  }
}

source_context

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  "query": "StructMem: Structured Memory for Long-Horizon Behavior in LLMs",
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  "paper_ref": "structmem-structured-memory-for-long-horizon-behavior-in-llms",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: StructMem: Structured Memory for Long-Horizon Behavior in LLMs

PDF: https://arxiv.org/pdf/2604.21748v1

Repository: https://github.com/zjunlp/LightMem

Source count: 4

Coverage: 67%

Last proof check: 2026-04-24T20:26:52.703Z

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Ready for execution: StructMem: Structured Memory for Long-Horizon Behavior in LLMs

/buildability/structmem-structured-memory-for-long-horizon-behavior-in-llms

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Subject: StructMem: Structured Memory for Long-Horizon Behavior in LLMs

Verdict

Build Now

Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.

StructMem: Structured Memory for Long-Horizon Behavior in LLMs

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