Train Yourself as an LLM: Exploring Effects of AI Literacy on Persuasion via Role-playing LLM Training

Train Yourself as an LLM: Exploring Effects of AI Literacy on Persuasion via Role-playing LLM Training | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/train-yourself-as-an-llm-exploring-effects-of-ai-literacy-on-persuasion-via-role-playing-llm-training

stale

Proof freshness: unknown
Proof status: unverified
Display score: 5/10
Last proof check: 2026-04-06
Score updated: 2026-04-06
Score fresh until: 2026-05-06
References: 0
Source count: 0
Coverage: 0%

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Agent Handoff

Canonical ID train-yourself-as-an-llm-exploring-effects-of-ai-literacy-on-persuasion-via-role-playing-llm-training | Route /signal-canvas/train-yourself-as-an-llm-exploring-effects-of-ai-literacy-on-persuasion-via-role-playing-llm-training

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/train-yourself-as-an-llm-exploring-effects-of-ai-literacy-on-persuasion-via-role-playing-llm-training

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "train-yourself-as-an-llm-exploring-effects-of-ai-literacy-on-persuasion-via-role-playing-llm-training",
    "query_text": "Summarize Train Yourself as an LLM: Exploring Effects of AI Literacy on Persuasion via Role-playing LLM Training"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Train Yourself as an LLM: Exploring Effects of AI Literacy on Persuasion via Role-playing LLM Training",
  "normalized_query": "2604.02637",
  "route": "/signal-canvas/train-yourself-as-an-llm-exploring-effects-of-ai-literacy-on-persuasion-via-role-playing-llm-training",
  "paper_ref": "train-yourself-as-an-llm-exploring-effects-of-ai-literacy-on-persuasion-via-role-playing-llm-training",
  "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: Train Yourself as an LLM: Exploring Effects of AI Literacy on Persuasion via Role-playing LLM Training

PDF: https://arxiv.org/pdf/2604.02637v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-04-06T20:16:59.808Z

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Watch and verify: Train Yourself as an LLM: Exploring Effects of AI Literacy on Persuasion via Role-playing LLM Training

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Subject: Train Yourself as an LLM: Exploring Effects of AI Literacy on Persuasion via Role-playing LLM Training

Verdict

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

Train Yourself as an LLM: Exploring Effects of AI Literacy on Persuasion via Role-playing LLM Training

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