Evidence Receipt. Related Resources.
SGD at the Edge of Stability: The Stochastic Sharpness Gap
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/sgd-at-the-edge-of-stability-the-stochastic-sharpness-gap
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 3/10
- Last proof check
- 2026-04-24
- Score updated
- 2026-04-24
- Score fresh until
- 2026-05-24
- 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
SGD at the Edge of Stability: The Stochastic Sharpness Gap
Canonical ID sgd-at-the-edge-of-stability-the-stochastic-sharpness-gap | Route /signal-canvas/sgd-at-the-edge-of-stability-the-stochastic-sharpness-gap
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/sgd-at-the-edge-of-stability-the-stochastic-sharpness-gapMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "sgd-at-the-edge-of-stability-the-stochastic-sharpness-gap",
"query_text": "Summarize SGD at the Edge of Stability: The Stochastic Sharpness Gap"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "SGD at the Edge of Stability: The Stochastic Sharpness Gap",
"normalized_query": "2604.21016",
"route": "/signal-canvas/sgd-at-the-edge-of-stability-the-stochastic-sharpness-gap",
"paper_ref": "sgd-at-the-edge-of-stability-the-stochastic-sharpness-gap",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Preparing verified analysis
Dimensions overall score 3.0
GitHub Code Pulse
No public code linked for this paper yet.
Claim map
- Evidencepartial
{"file name": "input.pdf", "number of pages": 31, "author": "Fangshuo Liao; Afroditi Kolomvaki; Anastasios Kyrillidis", "title": "SGD at the Edge of Stability: The Stochastic Sharpness Gap", "creation date": null
ImplicationmissingImplication not extracted yet.
Verificationpartialpartial
