Compared to this week’s papers
Evidence fresh
Claims: 0
References: 0
Proof: unverified
Freshness: fresh
Source paper: Reinforcing Real-world Service Agents: Balancing Utility and Cost in Task-oriented Dialogue
PDF: https://arxiv.org/pdf/2602.22697v1
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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Ning Gao
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Wei Zhang
Meituan, Beijing, China
Yuqin Dai
Meituan, Beijing, China
Ling Shi
Meituan, Beijing, China
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