https://uthandonethemba.com/2026/10/23/poly-hf-polypill-hfref-mri-ejection-fraction-trial/Uthando Nethembaen2026-10-23T02:27:27+00:00In a 212-Patient Open-Label Trial, a Once-Daily Three-Drug Polypill Capsule Raised Six-Month MRI Ejection Fraction by 3.3 Points Over Enhanced Usual Care; the Lower Confidence Bound Is 0.2 and the Hospitalisation Result Is a Secondary EndpointTRL, heart failure, surrogate endpoint, HFrEF, polypill, GDMT, randomized trial, adherence, SGLT2 inhibitor, LVEFhttps://uthandonethemba.com/2026/10/23/double-neural-bypass-single-participant-tetraplegia/Uthando Nethembaen2026-10-23T02:25:14+00:00One Participant, No Control Condition: A Brain-Computer Interface Plus Spinal Stimulation in Complete Tetraplegia Reports Gains in Elbow Force and Wrist Sensitivitybrain-computer interface, TRL, neuroprosthesis, intracortical microstimulation, transcutaneous spinal cord stimulation, tetraplegia, spinal cord injury, neuroplasticity, case studyhttps://uthandonethemba.com/2026/10/23/stack-pressure-lithium-ion-pouch-cells-optimum-near-12-5-bar/Uthando Nethembaen2026-10-23T02:23:12+00:00A Nature Energy Study Finds the Longest Cycle Life Near 12.5 bar Among Five Stack Pressures Tested in Graphite/NMC811 Pouch Cells, Measured in Small Laboratory Cells and Not in PacksTRL, lithium-ion, stack pressure, battery degradation, lithium plating, cathode cracking, pouch cell, dilatometry, Nature Energyhttps://uthandonethemba.com/2026/10/23/germinal-epitope-targeted-antibody-design-low-n/Uthando Nethembaen2026-10-23T02:21:26+00:00Germinal, an Open-Source Pipeline for Epitope-Targeted Antibody Design, Reports Functional Antibodies From 43-101 Designs per Antigen: A Computational Design and In-Vitro Binding Result, Not a Therapeutic-Grade DemonstrationTRL, generative models, protein design, AlphaFold, antibody design, nanobody, IgLM, sample efficiency, developabilityhttps://uthandonethemba.com/2026/10/23/helixfold-s1-contact-guided-sampling-vendor-benchmarks/Uthando Nethembaen2026-10-23T02:19:34+00:00HelixFold-S1 Reports Reaching 1,000-Sample Structure Accuracy With 10 Contact-Guided Samples, Based on Vendor-Reported Retrospective Benchmarks Against the Authors’ Own Earlier ModelTRL, protein structure prediction, antibody, benchmarking, biomolecular complexes, AlphaFold3, HelixFold3, sampling efficiencyhttps://uthandonethemba.com/2026/10/23/ipsc-crispri-perturbation-atlas-data-resource-not-a-model/Uthando Nethembaen2026-10-23T02:16:57+00:00A Genome-Scale CRISPRi Atlas of Human iPSCs Is a Data Resource, Not a Model: What It Adds for Cell Foundation Models (A Reading of the Journal Abstract)TRL, virtual cell, foundation models, Perturb-seq, CRISPRi, iPSC, functional genomics, data infrastructurehttps://uthandonethemba.com/2026/10/23/aqueous-vanadium-anode-insertion-to-conversion-700-mah-g/Uthando Nethembaen2026-10-23T02:14:42+00:00Aqueous Vanadium Anode Reported to Convert Reversibly Between V2O3 and Na3VO4: 700 mAh/g on an Active-Material Basis, With a Projected (Not Measured) 110 Wh/kg Whole BatteryTRL, grid storage, Nature Materials, aqueous battery, vanadium, conversion reaction, mesoporous electrodehttps://uthandonethemba.com/2026/10/23/single-cell-foundation-models-benchmark-no-overall-winner/Uthando Nethembaen2026-10-23T00:57:37+00:00A Preprint Benchmark of Six Single-Cell and Spatial Transcriptomics Foundation Models Finds No Overall Winner, on Curated Datasets and Without a Reported Simple-Baseline ComparisonTRL, single-cell, preprint, foundation models, spatial transcriptomics, benchmarking, Perturb-seq, evaluationhttps://uthandonethemba.com/2026/10/23/layer-number-sets-chern-number-rhombohedral-graphene/Uthando Nethembaen2026-10-23T00:52:56+00:00Layer Number Sets the Chern Number in Twisted Rhombohedral Graphene: An Abstract-Level Reading of a Single-Device-Scale Transport Experiment2D materials, TRL, Nature Materials, quantum anomalous Hall effect, rhombohedral graphene, moire superlattice, Chern number, flat bandhttps://uthandonethemba.com/2026/10/23/bilayer-nickelate-hybridization-association-not-cause/Uthando Nethembaen2026-10-23T00:50:36+00:00Spectroscopy of Capped Bilayer Nickelate Films Associates Interlayer Orbital Hybridization With Superconductivity: A Mechanism Interpretation, Not a Device and Not a Proof of CauseTRL, nickelate superconductivity, Ruddlesden-Popper, thin films, RIXS, XAS, orbital hybridization, Nature Materials, mechanismhttps://uthandonethemba.com/2026/10/23/adversarial-error-fault-tolerance-theorem/Uthando Nethembaen2026-10-23T00:45:18+00:00Fault-Tolerant Quantum Computation Under Adversarial Errors Is Proved as a Theorem: Idealized Assumptions, No Hardware DemonstrationTRL, quantum error correction, fault tolerance, adversarial errors, subsystem product code, quantum PCP, qudits, FOCS, theoryhttps://uthandonethemba.com/2026/10/23/pig-kidney-vitrification-nanowarming-preprint/Uthando Nethembaen2026-10-23T00:34:28+00:00Vitrified and Nanowarmed Pig Kidneys Recover Partial Function in a Preprint: Two-Hour Ex Vivo Perfusion and Non-Survival Transplants OnlyTRL, preprint, preclinical, organ preservation, vitrification, nanowarming, kidney transplantation, cryopreservation, cryoprotectant