Compared to this week’s papers
Evidence fresh
Claims: 0
References: 0
Proof: unverified
Freshness: fresh
Source paper: CubeComposer: Spatio-Temporal Autoregressive 4K 360° Video Generation from Perspective Video
PDF: https://arxiv.org/pdf/2603.04291v1
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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6mo ROI
0.5-1x
3yr ROI
6-15x
GPU-heavy products have higher costs but premium pricing. Expect break-even by 12mo, then 40%+ margins at scale.
Lingen Li
The Chinese University of Hong Kong
Guangzhi Wang
ARC Lab, Tencent PCG
Xiaoyu Li
ARC Lab, Tencent PCG
Zhaoyang Zhang
ARC Lab, Tencent PCG
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