Regret Pre-training: Bridging Prior and Posterior Views for Enhanced Knowledge Grounding

Regret Pre-training: Bridging Prior and Posterior Views for Enhanced Knowledge Grounding | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/regret-pre-training-bridging-prior-and-posterior-views-for-enhanced-knowledge-grounding

ready

Proof freshness: fresh
Proof status: unverified
Display score: 4/10
Last proof check: 2026-06-03
Score updated: 2026-06-03
Score fresh until: 2026-07-03
References: 0
Source count: 4
Coverage: 83%

Page-specific freshness sourced from this paper's evidence receipt and score bundle.

Agent Handoff

Canonical ID regret-pre-training-bridging-prior-and-posterior-views-for-enhanced-knowledge-grounding | Route /signal-canvas/regret-pre-training-bridging-prior-and-posterior-views-for-enhanced-knowledge-grounding

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/regret-pre-training-bridging-prior-and-posterior-views-for-enhanced-knowledge-grounding

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "regret-pre-training-bridging-prior-and-posterior-views-for-enhanced-knowledge-grounding",
    "query_text": "Summarize Regret Pre-training: Bridging Prior and Posterior Views for Enhanced Knowledge Grounding"
  }
}

source_context

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  "query": "Regret Pre-training: Bridging Prior and Posterior Views for Enhanced Knowledge Grounding",
  "normalized_query": "2606.03080",
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  "paper_ref": "regret-pre-training-bridging-prior-and-posterior-views-for-enhanced-knowledge-grounding",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Regret Pre-training: Bridging Prior and Posterior Views for Enhanced Knowledge Grounding

PDF: https://arxiv.org/pdf/2606.03080v1

Repository: https://github.com/RegretPretraining/Code2026

Source count: 4

Coverage: 83%

Last proof check: 2026-06-03T20:33:00.296Z

Signal Canvas receipt window

Not build-ready: Regret Pre-training: Bridging Prior and Posterior Views for Enhanced Knowledge Grounding

/buildability/regret-pre-training-bridging-prior-and-posterior-views-for-enhanced-knowledge-grounding

Ignoreblocked

Subject: Regret Pre-training: Bridging Prior and Posterior Views for Enhanced Knowledge Grounding

Verdict

Regret Pre-training: Bridging Prior and Posterior Views for Enhanced Knowledge Grounding

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