Evidence Receipt. Related Resources.
Beyond Scalars: Evaluating and Understanding LLM Reasoning via Geometric Progress and Stability
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/beyond-scalars-evaluating-and-understanding-llm-reasoning-via-geometric-progress-and-stability
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 4/10
- Last proof check
- 2026-04-02
- Score updated
- 2026-04-02
- Score fresh until
- 2026-05-02
- References
- 0
- Source count
- 0
- Coverage
- 17%
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Beyond Scalars: Evaluating and Understanding LLM Reasoning via Geometric Progress and Stability
Canonical ID beyond-scalars-evaluating-and-understanding-llm-reasoning-via-geometric-progress-and-stability | Route /signal-canvas/beyond-scalars-evaluating-and-understanding-llm-reasoning-via-geometric-progress-and-stability
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/beyond-scalars-evaluating-and-understanding-llm-reasoning-via-geometric-progress-and-stabilityMCP example
{
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"query_text": "Summarize Beyond Scalars: Evaluating and Understanding LLM Reasoning via Geometric Progress and Stability"
}
}source_context
{
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"query": "Beyond Scalars: Evaluating and Understanding LLM Reasoning via Geometric Progress and Stability",
"normalized_query": "2603.10384",
"route": "/signal-canvas/beyond-scalars-evaluating-and-understanding-llm-reasoning-via-geometric-progress-and-stability",
"paper_ref": "beyond-scalars-evaluating-and-understanding-llm-reasoning-via-geometric-progress-and-stability",
"topic_slug": null,
"benchmark_ref": null,
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}Preparing verified analysis
Dimensions overall score 4.0
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