Reasoning Is Not Free: Robust Adaptive Cost-Efficient Routing for LLM-as-a-Judge

Reasoning Is Not Free: Robust Adaptive Cost-Efficient Routing for LLM-as-a-Judge | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/reasoning-is-not-free-robust-adaptive-cost-efficient-routing-for-llm-as-a-judge

stale

Proof freshness: fresh
Proof status: unverified
Display score: 4/10
Last proof check: 2026-05-12
Score updated: 2026-05-12
Score fresh until: 2026-06-11
References: 0
Source count: 0
Coverage: 0%

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 reasoning-is-not-free-robust-adaptive-cost-efficient-routing-for-llm-as-a-judge | Route /signal-canvas/reasoning-is-not-free-robust-adaptive-cost-efficient-routing-for-llm-as-a-judge

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/reasoning-is-not-free-robust-adaptive-cost-efficient-routing-for-llm-as-a-judge

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "reasoning-is-not-free-robust-adaptive-cost-efficient-routing-for-llm-as-a-judge",
    "query_text": "Summarize Reasoning Is Not Free: Robust Adaptive Cost-Efficient Routing for LLM-as-a-Judge"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Reasoning Is Not Free: Robust Adaptive Cost-Efficient Routing for LLM-as-a-Judge",
  "normalized_query": "2605.10805",
  "route": "/signal-canvas/reasoning-is-not-free-robust-adaptive-cost-efficient-routing-for-llm-as-a-judge",
  "paper_ref": "reasoning-is-not-free-robust-adaptive-cost-efficient-routing-for-llm-as-a-judge",
  "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: Reasoning Is Not Free: Robust Adaptive Cost-Efficient Routing for LLM-as-a-Judge

PDF: https://arxiv.org/pdf/2605.10805v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-12T20:16:06.822Z

Signal Canvas receipt window

Not build-ready: Reasoning Is Not Free: Robust Adaptive Cost-Efficient Routing for LLM-as-a-Judge

/buildability/reasoning-is-not-free-robust-adaptive-cost-efficient-routing-for-llm-as-a-judge

Ignoreblocked

Subject: Reasoning Is Not Free: Robust Adaptive Cost-Efficient Routing for LLM-as-a-Judge

Verdict

Ignore

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

Reasoning Is Not Free: Robust Adaptive Cost-Efficient Routing for LLM-as-a-Judge

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Use this Signal Canvas via API or MCP

Signal Canvas proof surface