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A Sony AI-linked team's preprint introduces Hakken, a system combining temporal knowledge graphs and LLMs to predict undocumented scientific relationships. In a 2020 cutoff evaluation, and wet-lab tests of three aging-related hypotheses, two of three predicted interactions were confirmed in cell experiments, though bias and peer-review limitations remain.
A paper reports that rentosertib, an AI-designed drug for idiopathic pulmonary fibrosis, appeared to roll back biological age by several years on aging-clock algorithms during a clinical trial. But the finding is a computational estimate reflecting normalization of blood proteins as the disease improved—not proof that the drug extends healthy human lifespan.
IonQ's 256-qubit Superion 256 links electronic control with semiconductor fabrication. Beyond QPU manufacturing and ion trapping, questions remain about integrated performance, yield, and customer delivery.
OpenAI says an internal model proved finite-time blowup for the Navier-Stokes equations. But a priority dispute with a rival mathematics team and questions over human verification have ignited a deep debate in the math community.
Germany's Forschungszentrum Jülich and startup eleQtron have activated JION, an ion-trap quantum computer controlled entirely by microwaves. The system is now fully integrated with Europe's leading HPC infrastructure for hybrid computing operations.
A Quantinuum research team used an ion-trap quantum computer to surpass a mathematically proven upper bound on classical computation. Using complement sampling, which does not rely on unproven computational complexity assumptions, the team opened a new path toward efficient and rigorous verification of hardware's non-classical behavior.
CATL's sodium-ion battery, set to begin grid-storage deliveries in September 2026, trails LFP in energy density yet is winning adoption. Drawing on a research history dating back to 1976 and comparisons with CATL's own LFP products, this piece breaks down the reasons—and the one-year gap before European deployment.
A new fluidized-bed magnetization roasting plant in Anshan, China—the world's largest of its kind—processes 5.56 million tonnes a year of hard-to-process iron ore and tailings. We examine how the technology extracts roughly 65% iron concentrate from waste with only about 11% iron content, and the questions raised by undisclosed recovery rates and carbon accounting.
Trump's post claiming the Moon for the U.S. is checked against the Outer Space Treaty and U.S. resource policy. We separate rights over lunar land, equipment brought there and extracted resources, and explain the safety zones and consultation that scientific exploration requires.
Oak Ridge National Laboratory has completed mechanical property measurements on irradiated HALEU TRISO fuel particles, quantifying the drop in elastic modulus and hardness of the silicon carbide layer. The data will underpin reactor core safety and burnup limits, supporting the commercialization of fuel for next-generation gas reactors and the refinement of performance models.
