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Wetlands loss has increased residential flood insurance claim payments by $10 billion across the US, study finds
Wetlands loss has increased residential flood insurance claim payments by $10 billion across the US, study finds Gaby Clark Scientific Editor Robert Egan Associate Editor A new study published in Nature Water finds that wetland loss across the United States has increased residential flood insurance claim payments by more than $10 billion since 1985, underscoring the critical role wetlands play in reducing riverine flood damage. Authored by Environmental Defense Fund (EDF) experts, Jesse...
Red card for dad! The offences that will get you 'sent off' while watching football in your living room
The offences that will get you 'sent off' while watching football in your living room With an estimated 34 million England and Scotland football fans planning to watch their team play this summer, 73% believe match time could drive up their overall home electricity usage Brits’ worst football-watching offences have been revealed - and it’s blocking the television that comes out top. With households across the country set for a summer of elation, drama and remote-control rows, new research...
Terastal: Layer-Variant-based Scheduling for Real-Time Multi-DNN Workloads on Heterogeneous Accelerators
Announce Type: new Abstract: Heterogeneous DNN accelerators improve soft real-time multi-DNN execution by mapping each layer to its preferred accelerator to reduce latency. However, under skewed workloads, large layer-latency differences across accelerators limit scheduling flexibility and increase deadline misses. To address this challenge, we introduce layer variants, customized layer implementations that reduce latency gaps on non-preferred accelerators.
A Theory-Guided LLM Pedagogical Agent for STEM+C Scaffolding Without Over-Reliance
Announce Type: new Abstract: LLM pedagogical agents are proliferating, yet recent findings have raised questions about their adherence to established theories of learning and, by extension, their educational value. Concerns regarding cognitive offloading, over-reliance, and "gaming" behaviors persist and remain largely unaddressed. In response, we developed Copa, an agentic, multi-agent, multimodal Collaborative Peer Agent for STEM+C learning.
DWP benefit payment dates for June 2026 confirmed
DWP benefit payment dates for June 2026 confirmed Households are being urged to check what cost of living support they can claim Households are being encouraged to verify what support remains available as the DWP confirms crucial benefit payment dates for June. This comes as families prepare for another steep increase in bills after energy regulator Ofgem announced the energy price cap will jump by £221 annually to £1,862 from July - a rise of nearly 13%. The hike follows instability in...
Grants to pay off debts available for millions of Brits
Grants to pay off debts available for millions of Brits The warning comes as many households continue to battle high living costs and rising arrears Millions of households struggling with mounting household bills are being urged to check whether they qualify for grants to wipe out debts and access extra financial support. Energy regulator Ofgem issued an official alert to consumers who have fallen behind on payments, highlighting free debt advice, emergency support schemes and grants that...
'Creating thousands of high-skilled jobs': SoftBank to invest €75bn in French AI data centres
The project is SoftBank Group's largest AI infrastructure investment in Europe. Once completed, its planned 5 GW capacity would make it Europe's largest data centre project as the region seeks to expand AI infrastructure and compete with the US and Asia. Japanese technology investment group SoftBank announced plans to develop and operate 5 GW of AI data centre capacity in France, in an investment worth €75 billion.
Pretrained, Frozen, Still Leaking: Auditing Cross-Encoder Attribute Transfer in EEG Foundation Models
arXiv:2606.09189v1 Announce Type: new Abstract: EEG foundation-model releases are usually audited one endpoint at a time: raw-reconstruction, membership inference, identity linkage, or DP-SGD on the downstream head. We audit the same released embeddings under all four endpoints jointly, on BIOT, LaBraM, and EEGPT, and show that each single-endpoint audit clears releases that still leak spectral attributes. The decisive evidence is a cross-encoder transfer audit: a single ridge attribute...