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Self-Improving Pretraining: using post-trained models to pretrain better models
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/self-improving-pretraining-using-post-trained-models-to-pretrain-better-models
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 5/10
- 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
Self-Improving Pretraining: using post-trained models to pretrain better models
Canonical ID self-improving-pretraining-using-post-trained-models-to-pretrain-better-models | Route /signal-canvas/self-improving-pretraining-using-post-trained-models-to-pretrain-better-models
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/self-improving-pretraining-using-post-trained-models-to-pretrain-better-modelsMCP example
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"query_text": "Summarize Self-Improving Pretraining: using post-trained models to pretrain better models"
}
}source_context
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"paper_ref": "self-improving-pretraining-using-post-trained-models-to-pretrain-better-models",
"topic_slug": null,
"benchmark_ref": null,
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}Preparing verified analysis
Dimensions overall score 5.0
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