Scheming in the wild: detecting real-world AI scheming incidents with open-source intelligence

Scheming in the wild: detecting real-world AI scheming incidents with open-source intelligence | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/scheming-in-the-wild-detecting-real-world-ai-scheming-incidents-with-open-source-intelligence

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-04-13
Score updated: 2026-04-13
Score fresh until: 2026-05-13
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 scheming-in-the-wild-detecting-real-world-ai-scheming-incidents-with-open-source-intelligence | Route /signal-canvas/scheming-in-the-wild-detecting-real-world-ai-scheming-incidents-with-open-source-intelligence

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/scheming-in-the-wild-detecting-real-world-ai-scheming-incidents-with-open-source-intelligence

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "scheming-in-the-wild-detecting-real-world-ai-scheming-incidents-with-open-source-intelligence",
    "query_text": "Summarize Scheming in the wild: detecting real-world AI scheming incidents with open-source intelligence"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Scheming in the wild: detecting real-world AI scheming incidents with open-source intelligence",
  "normalized_query": "2604.09104",
  "route": "/signal-canvas/scheming-in-the-wild-detecting-real-world-ai-scheming-incidents-with-open-source-intelligence",
  "paper_ref": "scheming-in-the-wild-detecting-real-world-ai-scheming-incidents-with-open-source-intelligence",
  "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: Scheming in the wild: detecting real-world AI scheming incidents with open-source intelligence

PDF: https://arxiv.org/pdf/2604.09104v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-13T20:26:59.433Z

Signal Canvas receipt window

Not build-ready: Scheming in the wild: detecting real-world AI scheming incidents with open-source intelligence

/buildability/scheming-in-the-wild-detecting-real-world-ai-scheming-incidents-with-open-source-intelligence

Ignoreblocked

Subject: Scheming in the wild: detecting real-world AI scheming incidents with open-source intelligence

Verdict

Ignore

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

Scheming in the wild: detecting real-world AI scheming incidents with open-source intelligence

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