strong mention volume • week-over-week growth
Orbital
Loading this week's intelligence
Pulling ranked themes, signals, and content outputs from the API.
Pulling ranked themes, signals, and content outputs from the API.
Evidence drilldown
Theme centered on august openreview pdf, bib certifications survey, chen jiacheng liu.
strong mention volume • week-over-week growth
No prior-window delta is available for this theme yet.
tmlr-papers (2)
Representative language and top evidence carried into the theme snapshot.
Documents and chunks that make the theme inspectable, not just plausible.
tmlr-papers
Yudong Zhang, Weixuan Sun, Wei Ding, Samm Sun, Ruiqi Xie, Hongyi Wang, Junjie Chen, Jiacheng Liu, Shaobo Wang, Yuwei Zhang, Yiqing Huang, Jiaming Wang, Tianchen Zhao, Weidong Han, Yanfeng Chen, Kai Zhang, Shuaipeng Li, Ruobing Xie, Di Wang, Jiansheng Chen, Linfeng Zhang, Cheng-zhong Xu, Yu Wang , August 2026 [ openreview ] [ pdf ] [ bib ] Certifications: Sur
Evidence is usable, but only as supporting evidence because it is promoted or partially accessible.
Extraction was partial, so Orbital only has partial source access. · This source is explicitly curated in the registry.
Tier floor: Authority, access, and source provenance meet the current evidence floor.
Source reliability is solid at 67.6/100.
Authority tier is tier_c, contributing to a solid reliability posture. · Access/admissibility posture is admissible_supporting, so Orbital scores reliability with that trust ceiling in mind.
tmlr-papers
Yudong Zhang, Weixuan Sun, Wei Ding, Samm Sun, Ruiqi Xie, Hongyi Wang, Junjie Chen, Jiacheng Liu, Shaobo Wang, Yuwei Zhang, Yiqing Huang, Jiaming Wang, Tianchen Zhao, Weidong Han, Yanfeng Chen, Kai Zhang, Shuaipeng Li, Ruobing Xie, Di Wang, Jiansheng Chen, Linfeng Zhang, Cheng-zhong Xu, Yu Wang , August 2026 [ openreview ] [ pdf ] [ bib ] Certifications: Sur
Evidence is usable, but only as supporting evidence because it is promoted or partially accessible.
Extraction was partial, so Orbital only has partial source access. · This source is explicitly curated in the registry.
Tier floor: Authority, access, and source provenance meet the current evidence floor.
Source reliability is solid at 67.6/100.
Authority tier is tier_c, contributing to a solid reliability posture. · Access/admissibility posture is admissible_supporting, so Orbital scores reliability with that trust ceiling in mind.
Buyer-language and procurement evidence linked to this exact theme.
No GTM signals were attached to this theme in the current snapshot.
Strategic artifacts that already reference this theme.
No memo or brief currently references this theme.
How this theme's rank, evidence volume, and trajectory state have moved across windows.
No non-neutral behavioral readings were attached to this theme for the selected window.
No role-based blocker or proof-demand interpretation surfaced for this theme.
No combined behavioral or committee interpretation was generated for this theme.
Counter-signals
Recommended follow-on searches
Counter-positioning angles