Introducing Background Temperature to Characterise Hidden Randomness in Large Language Models

Introducing Background Temperature to Characterise Hidden Randomness in Large Language Models | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/introducing-background-temperature-to-characterise-hidden-randomness-in-large-language-models

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-04-27
Score updated: 2026-04-27
Score fresh until: 2026-05-27
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 introducing-background-temperature-to-characterise-hidden-randomness-in-large-language-models | Route /signal-canvas/introducing-background-temperature-to-characterise-hidden-randomness-in-large-language-models

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/introducing-background-temperature-to-characterise-hidden-randomness-in-large-language-models

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "introducing-background-temperature-to-characterise-hidden-randomness-in-large-language-models",
    "query_text": "Summarize Introducing Background Temperature to Characterise Hidden Randomness in Large Language Models"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Introducing Background Temperature to Characterise Hidden Randomness in Large Language Models",
  "normalized_query": "2604.22411",
  "route": "/signal-canvas/introducing-background-temperature-to-characterise-hidden-randomness-in-large-language-models",
  "paper_ref": "introducing-background-temperature-to-characterise-hidden-randomness-in-large-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: Introducing Background Temperature to Characterise Hidden Randomness in Large Language Models

PDF: https://arxiv.org/pdf/2604.22411v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-27T20:17:20.487Z

Signal Canvas receipt window

Not build-ready: Introducing Background Temperature to Characterise Hidden Randomness in Large Language Models

/buildability/introducing-background-temperature-to-characterise-hidden-randomness-in-large-language-models

Ignoreblocked

Subject: Introducing Background Temperature to Characterise Hidden Randomness in Large Language Models

Verdict

Ignore

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

Introducing Background Temperature to Characterise Hidden Randomness in Large Language Models

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface