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Listen up, England. The Health Secretary is going to be data controller for everyone's Single Patient Record
Health secretary James Murray has said that he will become a data controller of all National Health Service records in England shared through the government’s planned single patient record (SPR). Murray, who is formally the secretary of state for health, told the House of Commons on 1 June that GP surgeries, NHS trusts and other care providers will continue to manage and take responsibility for their own records, but added: “Where that information is then shared through the single patient...
See, Plan, Rewind: Progress-Aware Vision-Language-Action Models for Robust Robotic Manipulation
arXiv:2603.09292v2 Announce Type: replace Abstract: Measurement of task progress through explicit, actionable milestones is critical for robust robotic manipulation. This progress awareness enables a model to ground its current task status, anticipate verifiable intermediate states, and detect and recover from failures when progress stalls. To embody this capability, we introduce \textbf{S}ee, \textbf{P}lan, \textbf{R}ewind (SPR), a progress-aware vision-language-action framework that...
Experimental plasmonic sensing of malaria using an aluminum metasurface
arXiv:2508.06560v3 Announce Type: replace Abstract: A wide range of methods currently exist for testing the presence of malaria, each with its own advantages and disadvantages. New technologies are urgently needed to develop more effective diagnosis tools to fight and eradicate malaria. Optical biosensors that employ surface plasmon resonance (SPR) techniques are a promising category of devices for detecting malaria biomarkers.
Shared NHS patient records could cut 20,000 A&E visits a year, ministers claim
Modernisation bill would require GPs and hospitals in England to share data, reducing errors and duplicationSharing access to patients’ health data across NHS providers in England could result in 20,000 fewer A&E visits a year and save £20m annually, the government has claimed, before the second reading of the NHS modernisation bill on Monday. The bill, which would also abolish NHS England, sets out measures including single patient records (SPR) for every person receiving health and...
Shared NHS patient records could cut 20,000 A&E visits a year, ministers claim
Modernisation bill would require GPs and hospitals in England to share data, reducing errors and duplicationSharing access to patients’ health data across NHS providers in England could result in 20,000 fewer A&E visits a year and save £20m annually, the government has claimed, before the second reading of the NHS modernisation bill on Monday. The bill, which would also abolish NHS England, sets out measures including single patient records (SPR) for every person receiving health and...
Shared NHS patient records could cut 20,000 A&E visits a year, ministers claim
Modernisation bill would require GPs and hospitals in England to share data, reducing errors and duplicationSharing access to patients’ health data across NHS providers in England could result in 20,000 fewer A&E visits a year and save £20m annually, the government has claimed, before the second reading of the NHS modernisation bill on Monday. The bill, which would also abolish NHS England, sets out measures including single patient records (SPR) for every person receiving health and...
Trump once slammed Biden for touching US oil reserves, now he's draining it: Report
America is digging deeper into its emergency oil reserves as the fallout from the war with Iran continues to squeeze global energy supplies. Since the conflict began, the US Strategic Petroleum Reserve has lost about 50 million barrels, as the Trump administration seeks to offset supply shortages and ease pressure from rising fuel prices. These withdrawals are dragging down the country's emergency oil stockpile levels towards the lowest levels since 1980s.
Back on Track: Aligning Rewards and States for Reasoning in Diffusion Large Language Models
arXiv:2606.08501v1 Announce Type: new Abstract: Reinforcement learning (RL) holds immense promise for enhancing the reasoning capabilities of diffusion large language models (dLLMs). However, progress is fundamentally constrained by a dual misalignment between authentic generation trajectory and the gradient update process: (i) Process-reward misalignment. Sparse, terminal rewards are indiscriminately assigned to all intermediate steps of the generation process, failing to provide...
Closing the Prior-Posterior Loop: Self-Reflective Molecular Design with Analysis-Driven LLM Iteration
arXiv:2606.09520v1 Announce Type: cross Abstract: Can a general-purpose large language model design molecules with the precision of a seasoned chemist? Current LLM-based frameworks answer this question with scalar feedback loops-generate, score, reject-that amount to informed trial-and-error. Here we show that replacing a single number with the full physicochemical rationale from first-principles calculations transforms the LLM from a stochastic sampler into a causal reasoner.