„Qatar halts natural gas production after Iranian attacks“
Oh, wie gut, dass wir eine Gasministerin statt einer Wirtschafstministerin haben und das unsere Gasspeicher ziemlich leer sind …
https://www.aljazeera.com/video/newsfeed/2
QAnon Sure Has Been Quiet Lately. Could This Be Why? | Crooks and Liars
https://crooksandliars.com/2026/02/qanon-sure-has-been-quiet-lately-oh-could
Media: WBUR on Nusrat Fateh Ali Khan
Four previously unknown recordings of Nusrat Fateh Ali Khan, the Pakistani singer known as the ‘King of the Kings of Qawwali’ who died in 1997, have been rediscovered on a warehouse shelf in England. They’re released on a new album called “Chain of Light.” Michael Brook — the Canadian guitarist and composer who recorded the newly released tracks with Kahn back in 1990 — and Hussein Rashid, a scholar of Muslim and U.S. culture, join…
Gas prices soar as Iranian attacks force shutdown of Qatari production (Financial Times)
https://www.ft.com/content/dac7a77d-e0f4-4f52-a3d4-55b145e67347
http://www.memeorandum.com/260302/p68#a260302p68
Iraqi officials say a US journalist was kidnapped in Baghdad and security forces are looking for her captors; one outlet identified her as Shelly Kittleson (Qassim Abdul-Zahra/Associated Press)
https://apnews.com/article/iraq-journalist-kidnapped-926840a…
RE: https://flipboard.com/@cbcnews/toronto-qajtcaoiz/-/a-szoBpfN6QHG2IgbYa7tP1A:a:107108217-/0
Criminal immigrant. From some snowhole country.
🇺🇦 Auf radioeins läuft...
Manu Chao feat. Calypso Rose:
🎵 Clandestino
#NowPlaying #ManuChao #CalypsoRose
https://manuchao.bandcamp.com/album/clandestino-feat-calypso-rose-remixes
https://open.spotify.com/track/632QcFiqAs7x8KSbbN0bfd
25% of global gas liquefaction capacity (LNG production) is now out of operation.
https://www.linkedin.com/posts/greg-moln%C3r-38601171_gas-lng-ttf-share-7443621995377868800-FTZ1
Marco DeepResearch: Unlocking Efficient Deep Research Agents via Verification-Centric Design
Bin Zhu, Qianghuai Jia, Tian Lan, Junyang Ren, Feng Gu, Feihu Jiang, Longyue Wang, Zhao Xu, Weihua Luo
https://arxiv.org/abs/2603.28376 https://arxiv.org/pdf/2603.28376 https://arxiv.org/html/2603.28376
arXiv:2603.28376v1 Announce Type: new
Abstract: Deep research agents autonomously conduct open-ended investigations, integrating complex information retrieval with multi-step reasoning across diverse sources to solve real-world problems. To sustain this capability on long-horizon tasks, reliable verification is critical during both training and inference. A major bottleneck in existing paradigms stems from the lack of explicit verification mechanisms in QA data synthesis, trajectory construction, and test-time scaling. Errors introduced at each stage propagate downstream and degrade the overall agent performance. To address this, we present Marco DeepResearch, a deep research agent optimized with a verification-centric framework design at three levels: \textbf{(1)~QA Data Synthesis:} We introduce verification mechanisms to graph-based and agent-based QA synthesis to control question difficulty while ensuring answers are unique and correct; \textbf{(2)~Trajectory Construction:} We design a verification-driven trajectory synthesis method that injects explicit verification patterns into training trajectories; and \textbf{(3)~Test-time scaling:} We use Marco DeepResearch itself as a verifier at inference time and effectively improve performance on challenging questions. Extensive experimental results demonstrate that our proposed Marco DeepResearch agent significantly outperforms 8B-scale deep research agents on most challenging benchmarks, such as BrowseComp and BrowseComp-ZH. Crucially, under a maximum budget of 600 tool calls, Marco DeepResearch even surpasses or approaches several 30B-scale agents, like Tongyi DeepResearch-30B.
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