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Emergent Strategic Reasoning Risks in AI: A Taxonomy-Driven Evaluation Framework

Stale2d agoPending verification refs / 3 sources / Verification pending
Viability
0.0/10

Compared to this week’s papers

Verification pending

Use This Via API or MCP

Use Signal Canvas as the narrative proof surface

Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/emergent-strategic-reasoning-risks-in-ai-a-taxonomy-driven-evaluation-framework

ready
Proof freshness
fresh
Proof status
unverified
Display score
7/10
Last proof check
2026-04-27
Score updated
2026-04-27
Score fresh until
2026-05-27
References
0
Source count
3
Coverage
50%

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

Agent Handoff

Emergent Strategic Reasoning Risks in AI: A Taxonomy-Driven Evaluation Framework

Canonical ID emergent-strategic-reasoning-risks-in-ai-a-taxonomy-driven-evaluation-framework | Route /signal-canvas/emergent-strategic-reasoning-risks-in-ai-a-taxonomy-driven-evaluation-framework

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/emergent-strategic-reasoning-risks-in-ai-a-taxonomy-driven-evaluation-framework

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "emergent-strategic-reasoning-risks-in-ai-a-taxonomy-driven-evaluation-framework",
    "query_text": "Summarize Emergent Strategic Reasoning Risks in AI: A Taxonomy-Driven Evaluation Framework"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Emergent Strategic Reasoning Risks in AI: A Taxonomy-Driven Evaluation Framework",
  "normalized_query": "2604.22119",
  "route": "/signal-canvas/emergent-strategic-reasoning-risks-in-ai-a-taxonomy-driven-evaluation-framework",
  "paper_ref": "emergent-strategic-reasoning-risks-in-ai-a-taxonomy-driven-evaluation-framework",
  "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: Emergent Strategic Reasoning Risks in AI: A Taxonomy-Driven Evaluation Framework

PDF: https://arxiv.org/pdf/2604.22119v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-27T20:16:05.063Z

Signal Canvas receipt window

Watch and verify: Emergent Strategic Reasoning Risks in AI: A Taxonomy-Driven Evaluation Framework

/buildability/emergent-strategic-reasoning-risks-in-ai-a-taxonomy-driven-evaluation-framework

Watchwatch

Subject: Emergent Strategic Reasoning Risks in AI: A Taxonomy-Driven Evaluation Framework

Verdict

Watch

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

Time to first demo

Insufficient data

No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.

Compute envelope

Structured compute envelope

Insufficient data

No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.

Evidence ids

Receipt path

/buildability/emergent-strategic-reasoning-risks-in-ai-a-taxonomy-driven-evaluation-framework

Paper ref

emergent-strategic-reasoning-risks-in-ai-a-taxonomy-driven-evaluation-framework

arXiv id

2604.22119

Freshness

Generated at

2026-04-27T20:16:05.063Z

Evidence freshness

fresh

Last verification

2026-04-27T20:16:05.063Z

Sources

3

References

0

Coverage

50%

Hash state

Lineage hash

03281f78b02ca13b940b2a8918da6ed5d384e85797f7e04acc8d9602edcc9ec6

Canonical opportunity-kernel lineage hash.

Signature state

External signature

unsigned_external

No founder, registry, pilot, or production-adoption signature is attached to this receipt.

Verification

not_verified

Verification is blocked until an external signature is provided.

Blockers

  • Missing: repo_url
  • Missing: references
  • Missing: proof_status
  • Unknown: proof verification has not been recorded yet

Pending verification refs / 3 sources / Verification pending

repo_url

references

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

Paper Conversation

Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.

Paper Mode

Emergent Strategic Reasoning Risks in AI: A Taxonomy-Driven Evaluation Framework

Overall score: 7/10
Lineage: 03281f78b02c

Canonical Paper Receipt

Last verification: 2026-04-27T20:16:05.063Z

Freshness: fresh

Proof: unverified

Repo: missing

References: 0

Sources: 3

Coverage: 50%

Missingness
  • - repo_url
  • - references
  • - proof_status
Unknowns
  • - proof verification has not been recorded yet

Preparing verified analysis

Dimensions overall score 7.0

GitHub Code Pulse

No public code linked for this paper yet.

Claim map

No public claim map is available for this paper yet.

Author intelligence and commercialization panels stay hidden until the proof receipt is verified, cites at least 3 references, includes at least 2 sources, and clears 50% coverage. The paper narrative and citation surfaces remain public while verification is pending.

Startup potential card

Startup potential card preview

Related Resources

Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.

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