The Shadow Price of Reasoning: Economic Perspective on Optimal Budget Allocation for LLMs

The Shadow Price of Reasoning: Economic Perspective on Optimal Budget Allocation for LLMs | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/the-shadow-price-of-reasoning-economic-perspective-on-optimal-budget-allocation-for-llms

ready

Proof freshness: fresh
Proof status: unverified
Display score: 7/10
Last proof check: 2026-06-03
Score updated: 2026-06-03
Score fresh until: 2026-07-03
References: 0
Source count: 3
Coverage: 50%

Page-specific freshness sourced from this paper's evidence receipt and score bundle.

Agent Handoff

Canonical ID the-shadow-price-of-reasoning-economic-perspective-on-optimal-budget-allocation-for-llms | Route /signal-canvas/the-shadow-price-of-reasoning-economic-perspective-on-optimal-budget-allocation-for-llms

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/the-shadow-price-of-reasoning-economic-perspective-on-optimal-budget-allocation-for-llms

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "the-shadow-price-of-reasoning-economic-perspective-on-optimal-budget-allocation-for-llms",
    "query_text": "Summarize The Shadow Price of Reasoning: Economic Perspective on Optimal Budget Allocation for LLMs"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "The Shadow Price of Reasoning: Economic Perspective on Optimal Budget Allocation for LLMs",
  "normalized_query": "2606.03092",
  "route": "/signal-canvas/the-shadow-price-of-reasoning-economic-perspective-on-optimal-budget-allocation-for-llms",
  "paper_ref": "the-shadow-price-of-reasoning-economic-perspective-on-optimal-budget-allocation-for-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: The Shadow Price of Reasoning: Economic Perspective on Optimal Budget Allocation for LLMs

PDF: https://arxiv.org/pdf/2606.03092v1

Source count: 3

Coverage: 50%

Last proof check: 2026-06-03T20:44:01.942Z

Signal Canvas receipt window

Watch and verify: The Shadow Price of Reasoning: Economic Perspective on Optimal Budget Allocation for LLMs

/buildability/the-shadow-price-of-reasoning-economic-perspective-on-optimal-budget-allocation-for-llms

Watchwatch

Subject: The Shadow Price of Reasoning: Economic Perspective on Optimal Budget Allocation for LLMs

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

The Shadow Price of Reasoning: Economic Perspective on Optimal Budget Allocation for LLMs

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface