Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training

Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/beyond-perplexity-a-geometric-and-spectral-study-of-low-rank-pre-training

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Proof freshness: fresh
Proof status: unverified
Display score: 3/10
Last proof check: 2026-05-14
Score updated: 2026-05-14
Score fresh until: 2026-06-13
References: 0
Source count: 0
Coverage: 0%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

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Canonical ID beyond-perplexity-a-geometric-and-spectral-study-of-low-rank-pre-training | Route /signal-canvas/beyond-perplexity-a-geometric-and-spectral-study-of-low-rank-pre-training

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MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training

PDF: https://arxiv.org/pdf/2605.13652v1

Repository: https://github.com/NamrataRShivagunde/low-rank-geometry

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-14T20:10:39.395Z

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Not build-ready: Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training

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Ignoreblocked

Subject: Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training

Verdict

Ignore

Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training

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