An Information-Geometric Framework for Stability Analysis of Large Language Models under Entropic Stress
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/an-information-geometric-framework-for-stability-analysis-of-large-language-models-under-entropic-stress
- Proof freshness
- fresh
- Proof status
- unverified
- Display score
- 7/10
- Last proof check
- 2026-04-28
- Score updated
- 2026-04-28
- Score fresh until
- 2026-05-28
- References
- 0
- Source count
- 3
- Coverage
- 50%
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
An Information-Geometric Framework for Stability Analysis of Large Language Models under Entropic Stress
Canonical ID an-information-geometric-framework-for-stability-analysis-of-large-language-models-under-entropic-stress | Route /signal-canvas/an-information-geometric-framework-for-stability-analysis-of-large-language-models-under-entropic-stress
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/an-information-geometric-framework-for-stability-analysis-of-large-language-models-under-entropic-stressMCP example
{
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"paper_ref": "an-information-geometric-framework-for-stability-analysis-of-large-language-models-under-entropic-stress",
"query_text": "Summarize An Information-Geometric Framework for Stability Analysis of Large Language Models under Entropic Stress"
}
}source_context
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"topic_slug": null,
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}Evidence Receipt
Route status: buildingClaims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: An Information-Geometric Framework for Stability Analysis of Large Language Models under Entropic Stress
PDF: https://arxiv.org/pdf/2604.24076v1
Source count: 3
Coverage: 50%
Last proof check: 2026-04-28T15:18:20.724Z
Signal Canvas receipt window
Watch and verify: An Information-Geometric Framework for Stability Analysis of Large Language Models under Entropic Stress
/buildability/an-information-geometric-framework-for-stability-analysis-of-large-language-models-under-entropic-stress
Subject: An Information-Geometric Framework for Stability Analysis of Large Language Models under Entropic Stress
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/an-information-geometric-framework-for-stability-analysis-of-large-language-models-under-entropic-stress
Paper ref
an-information-geometric-framework-for-stability-analysis-of-large-language-models-under-entropic-stress
arXiv id
2604.24076
Freshness
Generated at
2026-04-28T15:18:20.724Z
Evidence freshness
fresh
Last verification
2026-04-28T15:18:20.724Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
1eaad223ed7c3db03aa3059cf7a283a0c0c5cfb0d3f8f15db120caaacdd646e7
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.
An Information-Geometric Framework for Stability Analysis of Large Language Models under Entropic Stress
Canonical Paper Receipt
Last verification: 2026-04-28T15:18:20.724ZFreshness: 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.
Key claims
Startup potential card
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