Benchmarking System Dynamics AI Assistants: Cloud Versus Local LLMs on CLD Extraction and Discussion
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/benchmarking-system-dynamics-ai-assistants-cloud-versus-local-llms-on-cld-extraction-and-discussion
- Proof freshness
- fresh
- Proof status
- unverified
- Display score
- 7/10
- Last proof check
- 2026-04-21
- Score updated
- 2026-04-21
- Score fresh until
- 2026-05-21
- References
- 0
- Source count
- 3
- Coverage
- 50%
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Benchmarking System Dynamics AI Assistants: Cloud Versus Local LLMs on CLD Extraction and Discussion
Canonical ID benchmarking-system-dynamics-ai-assistants-cloud-versus-local-llms-on-cld-extraction-and-discussion | Route /signal-canvas/benchmarking-system-dynamics-ai-assistants-cloud-versus-local-llms-on-cld-extraction-and-discussion
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/benchmarking-system-dynamics-ai-assistants-cloud-versus-local-llms-on-cld-extraction-and-discussionMCP example
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Route status: buildingClaims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Benchmarking System Dynamics AI Assistants: Cloud Versus Local LLMs on CLD Extraction and Discussion
PDF: https://arxiv.org/pdf/2604.18566v1
Source count: 3
Coverage: 50%
Last proof check: 2026-04-21T04:15:29.325Z
Signal Canvas receipt window
Watch and verify: Benchmarking System Dynamics AI Assistants: Cloud Versus Local LLMs on CLD Extraction and Discussion
/buildability/benchmarking-system-dynamics-ai-assistants-cloud-versus-local-llms-on-cld-extraction-and-discussion
Subject: Benchmarking System Dynamics AI Assistants: Cloud Versus Local LLMs on CLD Extraction and Discussion
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
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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/benchmarking-system-dynamics-ai-assistants-cloud-versus-local-llms-on-cld-extraction-and-discussion
Paper ref
benchmarking-system-dynamics-ai-assistants-cloud-versus-local-llms-on-cld-extraction-and-discussion
arXiv id
2604.18566
Freshness
Generated at
2026-04-21T04:15:29.325Z
Evidence freshness
fresh
Last verification
2026-04-21T04:15:29.325Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
9a94c49e4ff7c08f3bf4aad916e98dbf27620c06424b52bbf206e5dc6cebb1f0
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
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
Benchmarking System Dynamics AI Assistants: Cloud Versus Local LLMs on CLD Extraction and Discussion
Canonical Paper Receipt
Last verification: 2026-04-21T04:15:29.325ZFreshness: fresh
Proof: unverified
Repo: missing
References: 0
Sources: 3
Coverage: 50%
- - repo_url
- - references
- - proof_status
- - 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.
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Startup potential card
Related Resources
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
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