Compared to this week’s papers
Evidence fresh
Claims: 0
References: 0
Proof: unverified
Freshness: fresh
Source paper: Trust Your Critic: Robust Reward Modeling and Reinforcement Learning for Faithful Image Editing and Generation
PDF: https://arxiv.org/pdf/2603.12247v1
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
Starting…
Dimensions overall score 7.0
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Xiangyu Zhao
Shanghai Jiao Tong University
Peiyuan Zhang
Wuhan University
Junming Lin
BUPT
Tianhao Liang
Shanghai AI Laboratory
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