Epistemic Uncertainty for Test-Time Discovery

Epistemic Uncertainty for Test-Time Discovery | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/epistemic-uncertainty-for-test-time-discovery

stale

Proof freshness: stale
Proof status: verified
Display score: 6/10
Last proof check: 2026-05-13
Score updated: 2026-05-13
Score fresh until: 2026-06-12
References: 0
Source count: 4
Coverage: 83%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID epistemic-uncertainty-for-test-time-discovery | Route /signal-canvas/epistemic-uncertainty-for-test-time-discovery

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/epistemic-uncertainty-for-test-time-discovery

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "epistemic-uncertainty-for-test-time-discovery",
    "query_text": "Summarize Epistemic Uncertainty for Test-Time Discovery"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Epistemic Uncertainty for Test-Time Discovery",
  "normalized_query": "2605.11328",
  "route": "/signal-canvas/epistemic-uncertainty-for-test-time-discovery",
  "paper_ref": "epistemic-uncertainty-for-test-time-discovery",
  "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: Epistemic Uncertainty for Test-Time Discovery

PDF: https://arxiv.org/pdf/2605.11328v1

Repository: https://github.com/KainatRiaz98/epistemic-uncertainty-for-test-time-discovery

Source count: 4

Coverage: 83%

Last proof check: 2026-05-13T20:36:14.559Z

Signal Canvas receipt window

Watch and verify: Epistemic Uncertainty for Test-Time Discovery

/buildability/epistemic-uncertainty-for-test-time-discovery

Watchwatch

Subject: Epistemic Uncertainty for Test-Time Discovery

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.

Epistemic Uncertainty for Test-Time Discovery

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