Compared to this week’s papers
Evidence fresh
Claims: 0
References: 0
Proof: unverified
Freshness: fresh
Source paper: From Narrow to Panoramic Vision: Attention-Guided Cold-Start Reshapes Multimodal Reasoning
PDF: https://arxiv.org/pdf/2603.03825v1
Source count: 0
Coverage: 17%
Canonical paper trust state plus paper-specific synthesis and commercialization judgment.
Paper mode stays anchored to the canonical paper kernel before it broadens into citations and next actions.
Paper mode stays anchored to the canonical paper kernel before it broadens into citations and next actions.
Shared `source_context` now powers Build Loop, Talent, workspace saves, and browser deep links.
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
Canonical paper receipt
distribution readiness has not been computed yet
repo_url
Freshness: fresh
Proof: unverified
Repo: missing
Coverage: 17%
References: 0
Sources: 0
Lineage: not recorded
Last verification: Unknown
Canonical Paper Receipt
distribution readiness has not been computed yet
repo_url
Freshness: fresh
Proof: unverified
Repo: missing
Coverage: 17%
References: 0
Sources: 0
Lineage: not recorded
Last verification: Unknown
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Dimensions overall score 7.0
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Tsinghua University
Chufan Shi
University of South California
Yizhen Zhang
Tsinghua University
Cheng Yang
University of California San Diego
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