CATS: Cascaded Adaptive Tree Speculation for Memory-Limited LLM Inference Acceleration

CATS: Cascaded Adaptive Tree Speculation for Memory-Limited LLM Inference Acceleration | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/cats-cascaded-adaptive-tree-speculation-for-memory-limited-llm-inference-acceleration

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-13
Score updated: 2026-05-13
Score fresh until: 2026-06-12
References: 0
Source count: 4
Coverage: 83%

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 cats-cascaded-adaptive-tree-speculation-for-memory-limited-llm-inference-acceleration | Route /signal-canvas/cats-cascaded-adaptive-tree-speculation-for-memory-limited-llm-inference-acceleration

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/cats-cascaded-adaptive-tree-speculation-for-memory-limited-llm-inference-acceleration

MCP example

{
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    "paper_ref": "cats-cascaded-adaptive-tree-speculation-for-memory-limited-llm-inference-acceleration",
    "query_text": "Summarize CATS: Cascaded Adaptive Tree Speculation for Memory-Limited LLM Inference Acceleration"
  }
}

source_context

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  "query": "CATS: Cascaded Adaptive Tree Speculation for Memory-Limited LLM Inference Acceleration",
  "normalized_query": "2605.11186",
  "route": "/signal-canvas/cats-cascaded-adaptive-tree-speculation-for-memory-limited-llm-inference-acceleration",
  "paper_ref": "cats-cascaded-adaptive-tree-speculation-for-memory-limited-llm-inference-acceleration",
  "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: CATS: Cascaded Adaptive Tree Speculation for Memory-Limited LLM Inference Acceleration

PDF: https://arxiv.org/pdf/2605.11186v1

Repository: https://github.com/ElizaFuLan/CATS.git

Source count: 4

Coverage: 83%

Last proof check: 2026-05-13T20:36:15.296Z

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Ready for execution: CATS: Cascaded Adaptive Tree Speculation for Memory-Limited LLM Inference Acceleration

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Subject: CATS: Cascaded Adaptive Tree Speculation for Memory-Limited LLM Inference Acceleration

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CATS: Cascaded Adaptive Tree Speculation for Memory-Limited LLM Inference Acceleration

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