Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR

Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/prune-as-you-generate-online-rollout-pruning-for-faster-and-better-rlvr

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-03-27
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
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

Canonical ID prune-as-you-generate-online-rollout-pruning-for-faster-and-better-rlvr | Route /signal-canvas/prune-as-you-generate-online-rollout-pruning-for-faster-and-better-rlvr

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/prune-as-you-generate-online-rollout-pruning-for-faster-and-better-rlvr

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "prune-as-you-generate-online-rollout-pruning-for-faster-and-better-rlvr",
    "query_text": "Summarize Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR",
  "normalized_query": "2603.24840",
  "route": "/signal-canvas/prune-as-you-generate-online-rollout-pruning-for-faster-and-better-rlvr",
  "paper_ref": "prune-as-you-generate-online-rollout-pruning-for-faster-and-better-rlvr",
  "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: Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR

PDF: https://arxiv.org/pdf/2603.24840v1

Repository: https://github.com/Hsu1023/ARRoL

Source count: Pending verification

Coverage: 50%

Last proof check: 2026-03-27T20:30:31.241Z

Signal Canvas receipt window

Ready for execution: Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR

/buildability/prune-as-you-generate-online-rollout-pruning-for-faster-and-better-rlvr

Build Nowready

Subject: Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR

Verdict

Build Now

Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.

Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface