Precise: SDE-Consistent Stochastic Sampling for RL Post-Training of Flow-Matching Models

Precise: SDE-Consistent Stochastic Sampling for RL Post-Training of Flow-Matching Models | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/precise-sde-consistent-stochastic-sampling-for-rl-post-training-of-flow-matching-models

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-25
Score updated: 2026-05-25
Score fresh until: 2026-06-24
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

Canonical ID precise-sde-consistent-stochastic-sampling-for-rl-post-training-of-flow-matching-models | Route /signal-canvas/precise-sde-consistent-stochastic-sampling-for-rl-post-training-of-flow-matching-models

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/precise-sde-consistent-stochastic-sampling-for-rl-post-training-of-flow-matching-models

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "precise-sde-consistent-stochastic-sampling-for-rl-post-training-of-flow-matching-models",
    "query_text": "Summarize Precise: SDE-Consistent Stochastic Sampling for RL Post-Training of Flow-Matching Models"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Precise: SDE-Consistent Stochastic Sampling for RL Post-Training of Flow-Matching Models",
  "normalized_query": "2605.23522",
  "route": "/signal-canvas/precise-sde-consistent-stochastic-sampling-for-rl-post-training-of-flow-matching-models",
  "paper_ref": "precise-sde-consistent-stochastic-sampling-for-rl-post-training-of-flow-matching-models",
  "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: Precise: SDE-Consistent Stochastic Sampling for RL Post-Training of Flow-Matching Models

PDF: https://arxiv.org/pdf/2605.23522v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-25T20:33:25.585Z

Signal Canvas receipt window

Watch and verify: Precise: SDE-Consistent Stochastic Sampling for RL Post-Training of Flow-Matching Models

/buildability/precise-sde-consistent-stochastic-sampling-for-rl-post-training-of-flow-matching-models

Watchwatch

Subject: Precise: SDE-Consistent Stochastic Sampling for RL Post-Training of Flow-Matching Models

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Precise: SDE-Consistent Stochastic Sampling for RL Post-Training of Flow-Matching Models

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface