Lightweight LLM Agent Memory with Small Language Models

Lightweight LLM Agent Memory with Small Language Models | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/lightweight-llm-agent-memory-with-small-language-models

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-04-10
Score updated: 2026-04-10
Score fresh until: 2026-05-10
References: 0
Source count: 3
Coverage: 50%

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 lightweight-llm-agent-memory-with-small-language-models | Route /signal-canvas/lightweight-llm-agent-memory-with-small-language-models

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/lightweight-llm-agent-memory-with-small-language-models

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "lightweight-llm-agent-memory-with-small-language-models",
    "query_text": "Summarize Lightweight LLM Agent Memory with Small Language Models"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Lightweight LLM Agent Memory with Small Language Models",
  "normalized_query": "2604.07798",
  "route": "/signal-canvas/lightweight-llm-agent-memory-with-small-language-models",
  "paper_ref": "lightweight-llm-agent-memory-with-small-language-models",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Lightweight LLM Agent Memory with Small Language Models

PDF: https://arxiv.org/pdf/2604.07798v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-10T17:40:57.139Z

Signal Canvas receipt window

Not build-ready: Lightweight LLM Agent Memory with Small Language Models

/buildability/lightweight-llm-agent-memory-with-small-language-models

Ignoreblocked

Subject: Lightweight LLM Agent Memory with Small Language Models

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Time to first demo

Lightweight LLM Agent Memory with Small Language Models

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