Topic
pipeline
Commodities Allseas Wins Canadian LNG Pipeline Installation Deal for Ksi Lisims Project
Swiss marine contractor Allseas has been awarded a contract by Western LNG to install the subsea section of the Prince Rupert Gas Transmission pipeline in British Columbia. The ~50 km pipeline will connect Canadian natural gas to the planned Ksi Lisims LNG export facility on Pearse Island, with offshore installation set for 2029 using vessels Solitaire and Sandpiper.
Commodities Nigeria-Morocco Atlantic Gas Pipeline: $25bn Mega Plan Gets Final Approval from 14 African Nations
West African leaders have formally endorsed the $25bn Nigeria-Morocco Atlantic Gas Pipeline, which will run 6,000km along the Atlantic coast of 14 nations, carrying 30 billion cubic metres of gas per year to Europe via Spain. Construction is expected to start in 2028. The project aims to stimulate regional industrial growth and boost Africa's global energy influence.
Logistics Canada pipeline plan signals major boost for Pacific tanker trade
Canada has unveiled plans for a new Pacific Coast pipeline that could add over 1 million barrels per day of tanker-loading capacity from southern British Columbia, reducing dependence on the US and boosting crude exports to Asia. The project follows the Trans Mountain Expansion, which tripled capacity and shifted two-thirds of Canadian crude exports to Asia-Pacific.
Commodities All Roads Still Lead to the Middle East: Why India’s Energy Pipeline Runs Through the Gulf
A Hormuz crisis lasting over 100 days exposed India's continued reliance on Middle Eastern energy supplies. Despite attempts to diversify LPG imports from West Africa and the US, physical constraints prevented full offset. LNG demand fell as landed prices stayed above $16-17 per mmBtu. Normalisation of Hormuz traffic could ease supply pressures.
New Multi-Agent AI Pipeline Delivers Auditable Financial Chart QA with On-Premise Deployment
A new multi-agent AI pipeline called AgentFinVQA enables auditable financial chart question answering with on-premise deployment, improving accuracy by up to 7.68 percentage points over baselines and providing a verifier-based confidence signal for human-in-the-loop review. The system records every step in a traceable Model Evaluation Packet.
MASCOT-Android: Automated Pipeline and Curated Dataset for Android Malware Source Code Discovery
Researchers introduce MASCOT-Android, a curated dataset of Android malware source code and an automated collection framework. The key finding is that repository-level documentation alone provides a strong signal, enabling a LinearSVC classifier to achieve 96.28% accuracy with a 1.06% false positive rate. The model outputs confidence scores for threshold adjustment, making it practical for real-world malware source code collection.
OmniTraffic Pipeline Enables Controlled Training of Spatio-Temporal Traffic AI for Logistics
Researchers introduce OmniTraffic, a controllable generation pipeline and benchmark for spatio-temporal traffic reasoning. Built on 12 real-world intersections and surveillance footage from two countries, it generates 8M VQA samples and a 3K human-verified test set. Evaluation of 11 frontier MLLMs shows a large human-model gap, especially in topology-grounded reasoning. Fine-tuning on OmniTraffic data improves real-world performance, offering a valuable tool for logistics and supply chain AI.
Mask-Proof: New LLM Pipeline Automates Data Curation for Mathematical Proofs with 96.8% Accuracy
Researchers introduce Mask-Proof, an LLM-based pipeline that turns real mathematical proofs into automatically checkable masked-step tasks. The resulting Mask-ProofBench contains 292 problems. Seventeen models tested show reasoning-enhanced models outperform standard ones by 12-27%, with the evaluator achieving 96.8% agreement with expert annotators.