From Noise to Diversity: Random Embedding Injection in LLM Reasoning

From Noise to Diversity: Random Embedding Injection in LLM Reasoning | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/from-noise-to-diversity-random-embedding-injection-in-llm-reasoning

stale

Proof freshness: stale
Proof status: partial
Display score: 5/10
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 from-noise-to-diversity-random-embedding-injection-in-llm-reasoning | Route /signal-canvas/from-noise-to-diversity-random-embedding-injection-in-llm-reasoning

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/from-noise-to-diversity-random-embedding-injection-in-llm-reasoning

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "from-noise-to-diversity-random-embedding-injection-in-llm-reasoning",
    "query_text": "Summarize From Noise to Diversity: Random Embedding Injection in LLM Reasoning"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "From Noise to Diversity: Random Embedding Injection in LLM Reasoning",
  "normalized_query": "2605.11936",
  "route": "/signal-canvas/from-noise-to-diversity-random-embedding-injection-in-llm-reasoning",
  "paper_ref": "from-noise-to-diversity-random-embedding-injection-in-llm-reasoning",
  "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: From Noise to Diversity: Random Embedding Injection in LLM Reasoning

PDF: https://arxiv.org/pdf/2605.11936v1

Repository: https://github.com/heejunkim00/RSP

Source count: 4

Coverage: 83%

Last proof check: 2026-05-13T20:36:12.351Z

Signal Canvas receipt window

Watch and verify: From Noise to Diversity: Random Embedding Injection in LLM Reasoning

/buildability/from-noise-to-diversity-random-embedding-injection-in-llm-reasoning

Watchwatch

Subject: From Noise to Diversity: Random Embedding Injection in LLM Reasoning

Verdict

Watch

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

From Noise to Diversity: Random Embedding Injection in LLM Reasoning

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface