To Memorize or to Retrieve: Scaling Laws for RAG-Considerate Pretraining

To Memorize or to Retrieve: Scaling Laws for RAG-Considerate Pretraining | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/to-memorize-or-to-retrieve-scaling-laws-for-rag-considerate-pretraining

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-04-03
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 37
Source count: 5
Coverage: 67%

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 to-memorize-or-to-retrieve-scaling-laws-for-rag-considerate-pretraining | Route /signal-canvas/to-memorize-or-to-retrieve-scaling-laws-for-rag-considerate-pretraining

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/to-memorize-or-to-retrieve-scaling-laws-for-rag-considerate-pretraining

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "to-memorize-or-to-retrieve-scaling-laws-for-rag-considerate-pretraining",
    "query_text": "Summarize To Memorize or to Retrieve: Scaling Laws for RAG-Considerate Pretraining"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "To Memorize or to Retrieve: Scaling Laws for RAG-Considerate Pretraining",
  "normalized_query": "2604.00715",
  "route": "/signal-canvas/to-memorize-or-to-retrieve-scaling-laws-for-rag-considerate-pretraining",
  "paper_ref": "to-memorize-or-to-retrieve-scaling-laws-for-rag-considerate-pretraining",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 37

Proof: Verification pending

Freshness state: computing

Source paper: To Memorize or to Retrieve: Scaling Laws for RAG-Considerate Pretraining

PDF: https://arxiv.org/pdf/2604.00715v1

Repository: https://github.com/DegenAI-Labs/RAG-scaling-laws

Source count: 5

Coverage: 67%

Last proof check: 2026-04-03T20:30:38.254Z

Signal Canvas receipt window

Not build-ready: To Memorize or to Retrieve: Scaling Laws for RAG-Considerate Pretraining

/buildability/to-memorize-or-to-retrieve-scaling-laws-for-rag-considerate-pretraining

Ignoreblocked

Subject: To Memorize or to Retrieve: Scaling Laws for RAG-Considerate Pretraining

Verdict

Ignore

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

To Memorize or to Retrieve: Scaling Laws for RAG-Considerate Pretraining

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