On the Peril of (Even a Little) Nonstationarity in Satisficing Regret Minimization

On the Peril of (Even a Little) Nonstationarity in Satisficing Regret Minimization | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/on-the-peril-of-even-a-little-nonstationarity-in-satisficing-regret-minimization

stale

Proof freshness: stale
Proof status: unverified
Display score: 2/10
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

Canonical ID on-the-peril-of-even-a-little-nonstationarity-in-satisficing-regret-minimization | Route /signal-canvas/on-the-peril-of-even-a-little-nonstationarity-in-satisficing-regret-minimization

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/on-the-peril-of-even-a-little-nonstationarity-in-satisficing-regret-minimization

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "on-the-peril-of-even-a-little-nonstationarity-in-satisficing-regret-minimization",
    "query_text": "Summarize On the Peril of (Even a Little) Nonstationarity in Satisficing Regret Minimization"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "On the Peril of (Even a Little) Nonstationarity in Satisficing Regret Minimization",
  "normalized_query": "2603.18514",
  "route": "/signal-canvas/on-the-peril-of-even-a-little-nonstationarity-in-satisficing-regret-minimization",
  "paper_ref": "on-the-peril-of-even-a-little-nonstationarity-in-satisficing-regret-minimization",
  "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: On the Peril of (Even a Little) Nonstationarity in Satisficing Regret Minimization

PDF: https://arxiv.org/pdf/2603.18514v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

Signal Canvas receipt window

Not build-ready: On the Peril of (Even a Little) Nonstationarity in Satisficing Regret Minimization

/buildability/on-the-peril-of-even-a-little-nonstationarity-in-satisficing-regret-minimization

Ignoreblocked

Subject: On the Peril of (Even a Little) Nonstationarity in Satisficing Regret Minimization

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

On the Peril of (Even a Little) Nonstationarity in Satisficing Regret Minimization

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