IBM opens a model for time-series forecasting
Granite PatchTST-FM-r2 can be tested on your own data. Alongside a single forecast, it provides a distribution of possible outcomes.
IBM Research / Hugging FaceRead story
NEUDYNE / SIGNAL
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Important developments in AI, human biology and emerging technology. We follow original sources and explain what the findings mean — including their limits, without the hype.
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Science · technology · the future
When an AI test crosses the boundary: promised isolation is not enough
A safe assistant is defined not only by its answers, but also by what it is allowed to touch.
AnthropicRead story
Agents API: from a single answer to work that can continue
The interesting prospect is not another chatbot, but continuing an unfinished task without explaining everything again.
OpenAIRead story
More perspectives
NEUDYNE / SIGNAL
GPT-Live-1 in the API: a voice assistant you can interrupt
A flowing conversation may be useful. It does not, by itself, mean the request was understood correctly.
OpenAIRead story
Images 2.5 brings more precise editing and a published system card
OpenAI has begun rolling out a new generation of its image model.
OpenAIRead story
OpenAI releases a proposed proof for the Navier–Stokes problem
The mathematical result awaits independent assessment; this is not a new model release.
OpenAIRead story
AlphaGenome Atlas opens predictions for billions of DNA changes
The research database helps choose variants to investigate, rather than diagnose disease.
Google DeepMindRead story
IRIS infers which signals shaped developing cells
The model links gene activity to signaling; evidence comes from cells and mouse embryos.
Nature MethodsRead story
NeoMME searches documents using both text and page images
Open models combine both inputs in one network. Performance evidence currently comes from their developers.
H company / arXivRead story
SPIFFI sharpens live-cell images from a single exposure
Fluorescence polarization helps capture rapid events. The finest resolution still requires an image series.
Nature MethodsRead story
Gemini chooses where to look when analysing video
The new mode loads relevant parts of a recording according to the question. Savings need testing on the actual workload.
Google DeepMindRead story
Gemini Omni 1.1 adds control over continuity in generated video
Google expands its video creation tools. Higher resolution alone does not guarantee a faithful image.
Google DeepMindRead story
Claude searched for fixes to ten categories of model safety failures
A company experiment supports automating part of safety research, not a conclusion that AI safety has been solved.
AnthropicRead story
OpenAI measures research-agent work, but discovery speed does not follow directly
A new internal report separates the volume of automated work from scientific progress.
OpenAIRead story
Gallium nitride devices handle higher voltages by balancing charge
EPFL demonstrated diodes above 3.9 kV and transistors above 3.4 kV. These are laboratory devices, not finished converters.
Nature ElectronicsRead story
A metabolic switch helped expand mouse blood stem cells 500-fold
Blocking the enzyme Glud1 kept a subset of dividing mouse cells in a stem-like state for thirty days. The result may suggest a new route to preparing grafts, but it remains far from human treatment.
Nature CommunicationsRead story
Claude translated Fermat's proof into a form a computer can check
A system of agents produced the first complete Lean formalization of the famous theorem in eleven days. This is not a new mathematical proof, but an exceptionally large machine-checkable encoding of an existing route.
AnthropicRead story
A graphene nanoribbon reverses its twist with the surrounding solvent
A chain of linked helicenes amplified a weak chiral cue from beta-pinene and aligned almost entirely in one direction. Its switchable optical response remains a laboratory result and works best at −90 °C.
Nature CommunicationsRead story
GPT‑6 Astra adds capability—and critical cyber risk
OpenAI has begun a limited rollout of a new model for agentic work, coding and computer use. Its own evaluations show large gains, while the system card also reports lower reasoning monitorability and the company's highest cyber capability tier so far.
OpenAIRead story
WeatherNext 3 builds a global forecast every hour from live observations
Google's new model incorporates continuous satellite and station data and refines the spatial grid to as little as five kilometres. Higher resolution and live independent evaluation still do not turn a forecast into certainty or an official warning.
Google DeepMind and Google ResearchRead story
Claude Fable and Mythos 5.1 share a model but differ on risk access
Anthropic has released the generally available Fable 5.1 and the restricted Mythos 5.1, built on the same foundation but governed by different safeguards. Cheaper cache reads can reduce the cost of long-running agents, while base token prices are unchanged.
AnthropicRead story
Gemini 3.8 Flash targets agents while the Cyber variant stays restricted
Google has released a fast general model and a security variant for vetted defenders. Pricing remains introductory through year-end, but higher performance on difficult tasks may require more reasoning steps and tokens.
GoogleRead story
Open pathology models retain performance with far less compute
GigaPath‑Flash reduces the cost of analysing whole histology slides, while GigaTIME‑Flash predicts spatial protein maps. They are open research models, not tools approved for diagnosis or treatment decisions.
Microsoft ResearchRead story
In mice with tauopathy, a damaging immune response begins outside the brain
Dendritic cells in lymphoid tissues primed CD8 T cells that then promoted inflammation and neuronal loss. The mechanism was shown mainly through genetic interventions in mice, not as an Alzheimer's treatment in people.
Nature NeuroscienceRead story
Quantum wells and a metasurface strengthen light conversion in a thin film
A GaAs/AlGaAs layer with TiO₂ nanopillars made an unusually strong nonlinear response accessible from free space. This is a laboratory proof of concept, not a finished optical chip.
Nature NanotechnologyRead story
GOLLuM teaches a language model to express uncertainty when choosing the next experiment
Combining language-model representations with a Gaussian process matched standard Bayesian optimisation with over 40% fewer trials in benchmarks. It was not an independently operated laboratory.
Nature Machine IntelligenceRead story
Bat genomes connect longevity with antiviral defence
A comparison of eight Myotis species found distinct genetic signatures of adaptation to DNA and RNA viruses and links to DNA repair. This is evolutionary biology, not a recipe for extending human life.
NatureRead story
Chemical glow images living cells at super-resolution without a laser
RIED assembles faint photons from chemical reactions into images with roughly 100-nanometre detail. It followed mitochondria in living cells for tens of hours, but remains a laboratory demonstration.
NatureRead story
Semaglutide extended lifespan in old female mice — humans remain unproven
Treatment begun late in life increased median lifespan in healthy female mice by about 12%. Some benefits matched calorie restriction, while several functional outcomes were better.
NatureRead story
An AI map suggests human tissues do not age at the same pace
An analysis of 25,306 post-mortem samples from 970 donors found different periods of rapid structural change across tissues. It is a research map, not a biological-age test.
Nature AgingRead story
A peptide nanopore distinguishes changing shapes of disease-related proteins
A 40-amino-acid peptide self-assembles into flexible channels of two sizes. In a laboratory membrane, electrical signals distinguished alpha-synuclein variants and stages of aggregation.
Nature NanotechnologyRead story
Engineered marine bacteria accelerated olivine weathering
Bacteria producing more iron-binding compound sped olivine dissolution in small reactors and a seawater pilot. The result suggests a carbon-removal route, but it is not yet an industrial demonstration.
Nature BiotechnologyRead story
When experiments disagree, AI can show scientists where to look first
Bayesian machine learning linked discrepancies in historical measurements to details of experimental procedures. Experts then tested the suspects with simulations and new experiments, reducing the spread in californium-252 fission data by up to sixfold.
Nature CommunicationsRead story
The retina as an ageing window: AI estimated age within three years on average
A model trained on fundus images from 71,343 participants linked a retinal-age gap to disease and mortality. It is a population biomarker, however, not a personal diagnosis or proof that the retina causes ageing.
Nature CommunicationsRead story
Ageing myelin may be one driver of cognitive decline
Long-term data from a Scottish cohort and analyses of brain tissue link poorer cognitive trajectories to changes in oligodendrocytes and their antioxidant defences. The strongest causal support, however, still comes from a mouse model.
Nature MedicineRead story
A model found a stronger compact genome editor from only hundreds of measurements
EvoMax combined sparse experimental data, a protein language model and structural estimates. The resulting Fanzor editor worked better in human cells and was also tested against a humanized gene in mice.
Nature BiotechnologyRead story
A wristband may capture rhythms linked to the pace of biological aging
Multi-year wearable data from 2,222 participants linked the strength and stability of daily activity rhythms with changes in laboratory-estimated biological age.
Nature CommunicationsRead story
CRISPRLungo looks for large and hidden changes after DNA editing
The open tool analyses long sequencing reads from CRISPR experiments and distinguishes small changes, large deletions, insertions and inversions that short reads can miss.
Nature Biomedical EngineeringRead story
ChemTSv3 changes how it searches molecular space on the fly
The open framework can switch among molecular strings, graphs and protein sequences during computer-aided design. It is a candidate-search tool, not evidence of an effective drug.
Communications ChemistryRead story
AI predicts whether a peptide will bind a protein — and where
VITAL combines sequence information with binding-interface geometry. Across benchmark datasets, it classified interactions, mapped contact sites and estimated binding strength in one framework.
Nature Machine IntelligenceRead story
A monolayer membrane sorts lithium without fully stripping its water shell
Precisely ordered pores in a covalent organic framework pass Li⁺ more selectively than Na⁺ and K⁺. The decisive factor is not only ion size but how the hydration layer interacts with the pore wall.
Nature NanotechnologyRead story
AI agents speed up scientific software, but humans still own verification
Eight case studies report faster maintenance and modernisation of research tools. They are not an independent benchmark, and scientific validation remains the hard part.
OpenAIRead story
Fast radio bursts reveal where some ordinary matter has spread
Combining 2,870 radio bursts with the positions of more than six million galaxies suggests that diffuse gas extends much farther from galaxies than some simulations predict.
MIT News / Physical Review LettersRead story
The material behind LEDs has been made as nanocrystals
A molten-salt method expands the family of nitride nanomaterials and may matter for printed electronics and durable flexible devices.
University of ChicagoRead story
Biological clocks do not measure one universal age
A critical Nature Medicine review shows that molecular and organ clocks capture different layers of aging and do not yet replace clinical judgement.
Nature MedicineRead story
When a language model thinks longer, but not better
Research is trying to describe LLM overthinking structurally — locating repetition and breakdown rather than merely counting tokens.
Google DeepMindRead story
Scientists refine the map of cells that age but do not disappear
A large atlas of cellular senescence shows why one marker is not enough. Future treatments will need to distinguish cell type, tissue and stage.
National Institutes of HealthRead story
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