Are LLMs Overkill for Databases?: A Study on the Finiteness of SQL

Are LLMs Overkill for Databases?: A Study on the Finiteness of SQL | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/are-llms-overkill-for-databases-a-study-on-the-finiteness-of-sql

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
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

Canonical ID are-llms-overkill-for-databases-a-study-on-the-finiteness-of-sql | Route /signal-canvas/are-llms-overkill-for-databases-a-study-on-the-finiteness-of-sql

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/are-llms-overkill-for-databases-a-study-on-the-finiteness-of-sql

MCP example

{
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    "mode": "paper",
    "paper_ref": "are-llms-overkill-for-databases-a-study-on-the-finiteness-of-sql",
    "query_text": "Summarize Are LLMs Overkill for Databases?: A Study on the Finiteness of SQL"
  }
}

source_context

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  "mode": "paper",
  "query": "Are LLMs Overkill for Databases?: A Study on the Finiteness of SQL",
  "normalized_query": "2603.25568",
  "route": "/signal-canvas/are-llms-overkill-for-databases-a-study-on-the-finiteness-of-sql",
  "paper_ref": "are-llms-overkill-for-databases-a-study-on-the-finiteness-of-sql",
  "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: Are LLMs Overkill for Databases?: A Study on the Finiteness of SQL

PDF: https://arxiv.org/pdf/2603.25568v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

Signal Canvas receipt window

Not build-ready: Are LLMs Overkill for Databases?: A Study on the Finiteness of SQL

/buildability/are-llms-overkill-for-databases-a-study-on-the-finiteness-of-sql

Ignoreblocked

Subject: Are LLMs Overkill for Databases?: A Study on the Finiteness of SQL

Verdict

Ignore

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

Are LLMs Overkill for Databases?: A Study on the Finiteness of SQL

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