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The authors demonstrate a miniature apposition compound eye, integrating 1027 ommatidia in a 1.5 mm^2 surface area, for integrated perception of vision and smell. The platform serves as a wide-angle, close-range obstacle avoidance detector and visual and olfactory monitoring device.

The CMS Collaboration reports the measurement of the spin, parity, and charge conjugation properties of all-charm tetraquarks, exotic fleeting particles formed in proton–proton collisions at the Large Hadron Collider.

Donahue et al. show that ageing is associated with changes in ER morphology. ER-phagy drives age-associated ER remodelling through tissue-specific factors.

Direct RNA sequencing suffers from chimera artifact contamination. Here, the authors develop DeepChopper, a genomic language model that detects artifacts with high accuracy, enabling more reliable transcriptome analysis.

Identifying jets originating from heavy quarks plays a fundamental role in hadronic collider experiments. In this work, the ATLAS Collaboration describes and tests a transformer-based neural network architecture for jet flavour tagging based on low-level input and physics-inspired constraints.

Quantum error mitigation refers to techniques that reduce, rather than correct, errors in quantum computing. Here the authors demonstrate zero-noise extrapolation applied to quantum error correction circuits on superconducting processors, effectively reducing logical errors and advancing early fault-tolerant quantum computing.

Humanity’s Last Exam, a multi-modal benchmark at the frontier of human knowledge, is designed to be an expert-level closed-ended academic benchmark with broad subject coverage.

The quark structure of the f₀(980) hadron is still unknown after 50 years of its discovery. Here, the CMS Collaboration reports a measurement of the elliptic flow of the f₀(980) state in proton-lead collisions at a nucleon-nucleon centre-of-mass energy of 8.16 TeV, providing strong evidence that the state is an ordinary meson.

Photonic time crystals (PTCs) have unveiled unusual band structures and phenomena due to temporal modulation of optical properties. Here, the authors address non-Hermitian features of PTCs within a purely Hermitian Hamiltonian description, bridging classical and quantum approaches.

Generation of orbital currents in a non-magnetic material can be useful to build efficient orbitronic devices. Now, the interplay of chiral phonons and electrons is shown to produce orbital currents in α-quartz.

Engineered mucus-tethering bispecific nanobodies neutralize and entrap viruses to enhance mucosal immunity, preventing influenza infection and limiting SARS-CoV-2 transmission.

cellSTAAR advances noncoding rare variant association analysis by integrating single-cell genomics data.

Here, the authors develop AMPLiT a tool for screening antimicrobial peptides in metagenomic datasets, and apply it to human coprolite metagenomes, finding that Segatella copri, an ancient prevalent human gut bacterium declined in modern populations, harbors unexplored antimicrobial reservoir, offering an alternative approach against modern pathogenic infections.

An outstanding question about the iron-based superconductors has been whether or not their magnetic characteristics are dominated by itinerant or localized magnetic moments. Absolute measurements and calculations of the magnetic response of undoped and Ni-doped BaFe₂As₂ indicate the latter.

Phosphorylation-dephosphorylation and ubiquitination tune TCR signaling to avoid self-reactivity. Kim and colleagues show that acetylation also modulates TCR signaling.

Cystine levels in pancreatic ductal adenocarcinoma (PDAC) tumour microenvironment are deficient, despite its crucial role for cancer cell maintenance. Here, the authors show that adaptation to cystine limitation stress promotes PDAC growth through induces metabolic reprogramming to promote PDAC tumor growth, while conferring a vulnerability in lipid metabolism targetable by lomitapide.

The magnitude of the increase in global river flow between 1980 and 2014 is 13.6% lower than Earth system models estimate and is expected to be 9.3% lower in the future, according to an analysis of emerging constraints on the components of the water cycle.

Electrochemical CO reduction to multi-carbon products offers a carbon-negative approach to produce chemicals, but the intricate reaction pathways lead to a broad spectrum of products. Now it has been shown that alkali cations alter the mechanistic pathways that govern the reaction selectivity involved in the formation of hydrocarbons versus oxygenates.

How neuron-level interactions produce complex cognitive behavior remains unclear. Here, the authors develop a brain circuit mechanistic model based on physiological computation, that uncovers an unexpected neural code, subsequently validated by empirical data.

Neural mechanisms underlying motivation-driven behaviors are not fully understood. Here authors show that non-cholinergic neurons in rodent basal forebrain link sensory stimuli with motivational states and experience-driven plasticity.

MMCLKin is a multimodal and multiscale contrastive learning framework for kinase-inhibitor affinity prediction, kinase inhibitor selectivity profiling, virtual screening for known, unknown, and mutated kinases, and interpretable analysis.

Quantum low-density parity-check error correction codes are anticipated to deliver high performance, but require long-range qubit–qubit interactions. Two of these error correction codes have now been successfully implemented on a superconducting device.

Liu et al. report Chinese normative lifespan brain charts showing later neurodevelopmental milestones than those detected in Western cohorts. Individual deviations from these norms are valuable in assessing clinical risk and outcomes.

Researchers studied the blood-based metabolome of over 23,000 people from ten ethnically diverse cohorts. They identified 235 metabolites associated with future risk of type 2 diabetes (T2D). By integrating genetic and modifiable lifestyle factors, their findings provide insights into T2D mechanisms and could improve risk prediction and inform precision prevention.

A global synthesis of >600 studies finds that across agro-ecosystems, grasslands and forests in temperate and tropical zones, increasing plant diversity has a consistently positive effect on plant performance and the suppression of antagonists.

Here, the authors identify distinct, autism-specific diet microbiome interactions, showing how unhealthy diets and synthetic emulsifiers drive dysbiosis. The findings pave the way for microbiome-aware dietary strategies for autism.

Tokamak walls suffer erosion from steady and bursty heat loads. Here, the authors demonstrate that optimizing 3D magnetic field and cooling gas injection can tame destructive plasma bursts while enabling cooler, safer exhaust conditions.

A label-free, DNA-based proximity ligation assay that uses ligatable staple pairs enables the longitudinal quantification of DNA origami structural stability dynamics in vivo, with single-helix resolution for both wireframe and lattice designs.

Metabolite signatures were identified for subtypes of dietary carbohydrate, including added sugar, whole grain and refined grain, and showed different associations with type 2 diabetes, providing an objective measure of dietary risk.

Bioactivity-guided isolation of specialized metabolites is an iterative process. Here, the authors demonstrate a native metabolomics approach that allows for fast screening of complex metabolite extracts against a protein of interest and simultaneous structure annotation.

CLASSIC is a high-throughput genetic profiling platform that combines long- and short-read next-generation-sequencing modalities to quantitatively assess pools of constructs of arbitrary length containing diverse genetic part compositions.

Two-dimensional metal halide perovskites exhibit diverse structures, but tuning their intralayer structure is challenging. Now, ammonium-terminated bidentate linkers have been used to develop 2D perovskites. These materials exhibit superior thermal resistance and improved photovoltaic performance compared with their Ruddlesden–Popper and Dion–Jacobson counterparts.

While the photoreceptor outer segments in the bird outer retina have access to oxygen, the inner retina operates under chronic anoxia, supported by anaerobic glycolysis in the retinal neurons.

UTe₂ is a proposed intrinsic topological superconductor, but its quasiparticle surface band has not yet been visualized. Now this is achieved using quasiparticle interference imaging, revealing the symmetry of the superconducting order parameter.

MedHELM, an extensible evaluation framework including a new taxonomy for classifying medical tasks and a benchmark of many datasets across these categories, enables the evaluation of large language models on real-world clinical tasks.

Wang, Xiao and colleagues develop and validate organ-specific proteomic aging clocks across large population cohorts in the UK, the USA and China, which show strong performance in tracking organ aging and predicting the risk of morbidity and mortality.

Sebaceous tumours are a rare skin tumour which have highly variable outcomes. Here, the authors analyse tumours from 222 patients to identify genomic mutations to assess the molecular portrait of the spectrum of tumours.

Spatial transcriptomics technologies are still too restrictive for widespread clinical use, and methods that have been designed to bridge them with histopathology carry important limitations. Here, the authors develop MISO, a deep learning framework that allows inferring tissue spatial organisation and gene expression with near single-cell resolution from histopathology images.

Multi-trait genome-wide analyses identify variants associated with comorbid lung diseases. Polygenic scores leveraging shared components of heritable risk improve prediction of asthma, chronic obstructive pulmonary disease and lung cancer in a multi-ancestry cohort.

Polymer thin films that emit and absorb circularly polarised light are promising in achieving important technological advances, but the origin of the large chiroptical effects in such films has remained elusive. Here the authors demonstrate that in non-aligned polymer thin films, large chiroptical effects are caused by magneto-electric coupling, not structural chirality as previously assumed.

Exai-1, a cell-free RNA foundation model that integrates sequence, structure and expression features, advances liquid biopsy diagnostics by denoising noisy data, augmenting limited datasets and improving the generalizability of cancer detection models.

An intestinal organoid model recapitulates human microfold (M) cell function and transcriptomic profiling and biochemical assays demonstrate that M cells uptake and present antigens to the immune system via the class II major histocompatibility complex.

A reinforcement learning-based virtual reality system, implementing a series of sport sessions with coaching, was as effective as standard physical activity in reducing fat mass in adolescents, with positive effects on cognition.

The authors uncover a direct, BAI1-dependent, role for C1q in the control of neural stem cell proliferation and quiescence via MDM2–p53 and p32, a complement cascade-independent mechanism of C1q action that has implications for central nervous system health and disease.

The 4D Nucleome Project demonstrates the use of genomic assays and computational methods to measure genome folding and then predict genomic structure from DNA sequence, facilitating the discovery of potential effects of genetic variants, including variants associated with disease, on genome structure and function.

A new artificial intelligence model, DeepSeek-R1, is introduced, demonstrating that the reasoning abilities of large language models can be incentivized through pure reinforcement learning, removing the need for human-annotated demonstrations.

Stable and robust topological edge modes are observed at finite temperatures in an array of 100 programmable superconducting qubits because of emergent symmetries present in the prethermal regime of this system.

The MiDAC complex regulates gene expression through histone deacetylation. Here, the authors identify a recurrent MIDEAS mutation that disrupts an auto-inhibitory loop, elevating deacetylase activity and causing a multisystem developmental disorder.