THE ARCHIVE / AN OPENING COLLECTION
The complete record.
Explore discoveries and research signals in words. Every item identifies its source and review status; open it to see the result and its limits.
Search without JavaScript · Browse all ongoing questions · Source reports
Tracing a cyber threat on the grid
DOE reported that its C2E2 project uses large language models and generative AI to automate power-grid data engineering and help operators identify and locate cyber threats.
Signal · source report · Energy / InfrastructureA U.S. lab project will test foundation models for grid planning.
DOE announced GridFM 2.0, an $11.5 million Brookhaven-led project to develop AI tools for grid planning, with two intended utility-partner deployments.
Signal · source report · Energy / InfrastructureA factory robot learns a less predictable task.
Figure announced that its Figure 03 robot had arrived in the assembly-and-logistics Hall 52 at BMW Group Plant Spartanburg, where the company demonstrated a parts-sequencing workflow using its Helix 02 visual-motor system.
Signal · source report · Robotics / ManufacturingA voice in everyday life.
Casey Harrell used a brain–computer interface at home to communicate and operate his computer without researchers present.
Discovery · AccessA government information assistant launched in the GOV.UK app.
The UK government announced that GOV.UK Chat became available in the GOV.UK app, answering plain-language questions from official government information.
Signal · source report · Public services / AccessFinding more workable grid plans
Google DeepMind reported that AlphaEvolve improved a trained graph neural network's ability to find feasible solutions to the AC Optimal Power Flow problem from 14% to more than 88%.
Discovery · Energy / InfrastructureAn open reasoning model with its recipe beside it.
NVIDIA released Nemotron 3 Super, an open 120-billion-parameter mixture-of-experts reasoning model with 12 billion active parameters, plus stated releases of its methodology, data, reinforcement-learning environments, and evaluation recipes.
Discovery · Open intelligenceReading more of a DNA change's consequences
AlphaGenome is a unified DNA-sequence model that takes up to 1 Mb of DNA and predicts thousands of functional genomic tracks, including gene expression, splicing, chromatin features, transcription-factor binding, and contact maps.
Discovery · Biology / Health / ScienceA care robot is trained before it helps.
NVIDIA reports that Japan's Moonshot research program uses simulation and NVIDIA hardware in AIREC elder-care robot research.
Discovery · Health / RoboticsAn experimental drought forecast reaches thousands of streamgages.
USGS reports that its machine-learning models forecast streamflow drought one to thirteen weeks ahead at 3,219 streamgages in the contiguous United States, and support a new experimental forecasting tool.
Signal · source report · Water / ClimateA world-class forecast now fits on one machine.
Weather forecasting has spent fifty years as one of the largest users of supercomputing. AI models trained on the archive now produce comparable global forecasts in minutes, and the weights are published. The measurements they depend on are the part that has not become cheap.
Discovery · Climate / Earth / Open intelligenceTwelve millimetres, or three centimetres.
A breast cancer found by imaging is typically about 12 mm across. One found by a hand — a woman's own, or a clinician's — is typically about 21 mm. In India, where almost no one is screened, four out of five recorded tumours are already 3 cm or larger when they are found.
Discovery · Health / AccessMore time to decide when to plant.
India's Agriculture Ministry reported that a Kharif 2025 pilot sent local monsoon-onset forecasts by SMS to 38,845,214 farmers in 13 states, using a blend that included NeuralGCM, ECMWF AIFS, and 125 years of India Meteorological Department rainfall data.
Discovery · Agriculture / Earth / AccessFinding bacteria among the crumbs.
Researchers trained a deep-learning detector on microscopic bacterial microcolonies and visually similar chicken, spinach, and cheese debris, aiming to make food-safety screening faster and more reliable in messy samples.
Discovery · Health / AgricultureA public archive that starts with your question.
The National Archives announced that its new The American Story museum exhibition would use AI-driven portals to tailor historical-record exploration to visitors' stated interests, with a route to revisit content online.
Discovery · Culture / Public servicesWhat if compute could make room for the grid?
NVIDIA’s DSX announcement describes integrating Emerald AI’s power-flexibility reference design with a digital twin for AI infrastructure.
Discovery · Energy / InfrastructureRehearsing a fusion pulse before it happens
Google DeepMind and Commonwealth Fusion Systems announced a partnership in which CFS uses the open-source TORAX plasma simulator in daily workflows to test and refine SPARC operating plans before the tokamak is turned on.
Discovery · Energy / ScienceQuieting the mirrors that listen to space
Researchers developed Deep Loop Shaping, a reinforcement-learning feedback controller tested on the LIGO Livingston Observatory to reduce control noise in a difficult mirror-control loop.
Discovery · ScienceReasoning weights people can run themselves.
OpenAI released gpt-oss-120b and gpt-oss-20b as Apache-2.0 open-weight reasoning models, with downloadable weights and reference implementations for local deployment.
Discovery · Open intelligenceFinding a missing line's ancient neighbors.
Aeneas is a multimodal model that helps historians contextualize damaged Latin inscriptions by retrieving parallels, proposing restorations, and estimating geographic and chronological attribution.
Discovery · CultureFollowing the clues after a storm overflow
United Utilities announced the rollout of its Overflow Investigation Tool, which uses real-time data, rainfall information, hydraulic modelling, and operational histories to investigate causes of storm overflows.
Signal · source report · Water / InfrastructureWhen the answer arrives too soon.
A preregistered randomized trial in a Turkish high school compared a standard GPT-4 chat interface, a teacher-informed GPT tutor with guardrails, and no generative-AI resource during mathematics study sessions.
Discovery · Education / AccessLasers matched the herbicides.
A machine drives a vegetable field, photographs every plant, decides which are weeds, and burns them with short laser pulses. In 2024 field trials in New Jersey and New York, it controlled weeds as well as or better than the standard herbicide programme.
Discovery · Agriculture / Robotics / EnergyA walk that chooses what to describe.
VIPTour used the FocusFormer model and portable consumer devices to prioritize visual information for blind and low-vision visitors exploring unfamiliar environments, supporting exploration, recollection, and sharing.
Discovery · Access / Public servicesA randomized trial compared a purpose-built AI tutor with an active-learning class.
A 2025 randomized controlled trial reported that college students using a custom AI tutor learned more in less time than students in the comparison active-learning class.
Signal · source report · EducationA teacher and an AI tutor after school.
A World Bank randomized trial studied a six-week, teacher-supported after-school English program in Edo State, Nigeria, where first-year senior secondary students used Microsoft Copilot powered by GPT-4.
Discovery · Education / Access / Public servicesA screen reader that can take a follow-up question.
Google announced a rollout that let Android TalkBack users ask Gemini follow-up questions about images and about the whole screen, extending beyond one-shot image descriptions.
Discovery · Access / EducationMaking room in a data center
Google DeepMind reported that an AlphaEvolve-discovered scheduling heuristic had been in production for more than a year and continuously recovered an average 0.7% of Google's worldwide compute resources.
Discovery · Infrastructure / EnergyA smoke alert still reaches a person.
NVIDIA reports that Pano uses human-in-the-loop AI detection and alerts for wildfire monitoring.
Discovery · Climate / Earth / Public servicesAn exoskeleton moves into clinical testing.
Wandercraft’s personal exoskeleton entered a clinical trial, with NVIDIA reporting simulation and AI use in its development.
Discovery · Access / Health / RoboticsChoosing when a model thinks longer.
The Qwen team released and described Qwen3, a family of dense and mixture-of-experts language models with selectable thinking and non-thinking modes.
Discovery · Open intelligenceA brain interface remains a clinical question.
Synchron says its Stentrode brain-computer interface is under clinical assessment for people with paralysis.
Discovery · Health / AccessReasoning models with more of the toolkit in view.
NVIDIA announced the Llama Nemotron Nano and Super reasoning models, alongside plans to make the post-training tools, datasets and optimization techniques openly available.
Discovery · Open intelligenceAn imaging system learns first in simulation.
NVIDIA and GE HealthCare announced work on autonomous X-ray and ultrasound development using medical-device simulation.
Discovery · Health / RoboticsA surgical platform explores new AI capabilities.
Moon Surgical's news index lists 2025 NVIDIA Isaac and Holoscan announcements for its Maestro platform.
Discovery · Health / RoboticsA miniaturized robot explores a simulation platform.
Virtual Incision lists a 2025 announcement that it explores NVIDIA Isaac for Healthcare in surgical robotics.
Discovery · Health / RoboticsA model whose full recipe is visible.
Ai2 released OLMo 2 32B, a language model accompanied by publicly available data, code, weights, training details, and a reproducible training recipe.
Discovery · Open intelligenceA prospective study tested AI-assisted mammography in routine screening.
AI-STREAM compared breast radiologists reading screening mammograms with and without AI-based computer-aided detection in a prospective multicenter South Korean cohort.
Signal · source report · HealthA warehouse inventory check that rolls itself.
GXO reported the successful completion of a pilot at its Oosterhout warehouse in the Netherlands, where a Dexory robot autonomously scanned inventory and produced real-time digital inventory models.
Discovery · Robotics / ManufacturingA shared picture for people protecting wildlife.
Ai2’s EarthRanger brings wildlife observations and field reports together for conservation teams.
Discovery · Earth / WaterFrom research to the forecast desk.
ECMWF brought its Artificial Intelligence Forecasting System into operational service.
Discovery · EarthA sign can be practiced and contributed.
NVIDIA and partners launched Signs, an interactive platform for ASL learning and a validated sign-language dataset.
Discovery · Education / Access / Open intelligencePersonalizing an ablation for persistent AF
A multicenter randomized, controlled, double-blind superiority trial tested whether adding AI-detected spatio-temporal electrogram-dispersion targets to pulmonary-vein isolation improves treatment of drug-refractory persistent atrial fibrillation.
Discovery · HealthA field image that asks for less tilling.
A study combined image-based tillage classification, soil sensors, weather, slope, and crop inputs to recommend tilling intensity and fertilizer amount; authors report stationary prototypes deployed on 155 farms across five countries.
Discovery · Agriculture / EarthA generative model proposed inorganic materials under target constraints.
MatterGen generated inorganic crystal structures and was fine-tuned for chemistry, symmetry and property constraints; the paper reports synthesis of one generated material with a measured property within 20% of its target.
Signal · source report · Materials / ScienceReading patterns in glucose over time.
GluFormer researchers trained a model on continuous glucose readings to study metabolic patterns and prediction.
Discovery · Health / BiologyA small study compared four AI aids for people with vision impairment.
A counterbalanced crossover study of 25 people with vision impairment compared two AI apps and two smart-glasses systems on reading and identification tasks.
Signal · source report · AccessForecasting more than one future.
GenCast used machine learning to generate ensembles of possible weather outcomes up to 15 days ahead.
Discovery · EarthAn MRI becomes a spatial view.
SimBioSys TumorSight Viz turns breast MRI images into three-dimensional views for surgical planning, according to NVIDIA’s report.
Discovery · HealthA boat that notices what it collects.
Clearbot uses electric boats and computer vision for waterway waste collection, as described in NVIDIA’s field report.
Discovery · Water / Earth / RoboticsMore room to read cancer genomes.
Wellcome Sanger Institute explored accelerated genome analysis using NVIDIA Parabricks and GPU systems.
Discovery · Biology / HealthA way back to conversation.
A man with ALS used an experimental brain–computer interface to turn attempted speech into conversation.
Discovery · AccessPhysics meets learning.
NeuralGCM combined atmospheric physics with machine learning for weather and climate modeling.
Discovery · EarthSeeing molecules together.
AlphaFold 3 expanded structural prediction to complexes of proteins and other biomolecules.
Discovery · ScienceMore time before the flood.
Researchers demonstrated useful river-flood forecasts in watersheds with no local streamflow gauges.
Discovery · EarthA surgical ecosystem tests an edge.
J&J MedTech and NVIDIA announced an MOU to test AI capabilities for a connected digital surgery ecosystem.
Discovery · Health / InfrastructureLooking for new antibiotic families.
Researchers used explainable deep learning to identify a structural class of antibiotic candidates.
Discovery · HealthNew paths through mathematics.
FunSearch combined language models with program evaluation to discover mathematical constructions.
Discovery · ScienceSearching the space of materials.
GNoME used graph networks to search for energetically favorable crystal structures.
Discovery · ScienceA faster view of the weather.
GraphCast produced skillful medium-range global weather forecasts using a learned model.
Discovery · EarthDesigning proteins with purpose.
RFdiffusion enabled researchers to generate proteins with specified structural and functional goals.
Discovery · ScienceWeather in three dimensions.
Pangu-Weather demonstrated medium-range forecasting with three-dimensional neural networks.
Discovery · EarthA new lead against resistant bacteria.
Scientists identified abaucin, a compound active against Acinetobacter baumannii, with help from deep learning.
Discovery · HealthReconnecting intention and movement.
A brain–spine interface enabled a participant with spinal cord injury to control standing and walking.
Discovery · AccessAn enzyme for a plastic problem.
Scientists used machine learning to help engineer an enzyme that breaks down PET plastic.
Discovery · EarthListening to the ancient world.
Historians working with Ithaca improved the restoration of damaged ancient Greek inscriptions.
Discovery · CultureHolding a plasma in shape.
Researchers used reinforcement learning to control magnetic confinement in a research tokamak.
Discovery · ScienceA U.S. water-supply program introduced a machine-learning metasystem.
NRCS announced M4, a multi-model machine-learning metasystem for operational river prediction used by its Snow Survey and Water Supply Forecast program.
Signal · source report · Water / AgricultureA broader map of human proteins.
Researchers applied AlphaFold to a broad collection of human proteins.
Discovery · ScienceSeeing the shape of life.
Researchers used AlphaFold to predict protein structures with accuracy competitive with experimental structures on many CASP14 targets. Bright's interactive p53 view uses a separate, later AlphaFold DB prediction: human p53 AF-P04637-F1 model v6, created on 2025-08-01.
Discovery · ScienceHelping specialists see urgency.
Researchers demonstrated deep-learning diagnosis and referral recommendations from retinal scans.
Discovery · HealthA warehouse robot that knows when to stop squeezing.
Amazon describes Vulcan, a fulfillment-center robot that combines vision with force-feedback sensors to pick and stow items in crowded inventory bins and hand difficult cases to a person.
Discovery · Robotics / ManufacturingA GPU goes into orbit.
Starcloud says its Starcloud-1 satellite launched with an NVIDIA H100 and later trained nanoGPT in space.
Discovery · Infrastructure / Open intelligenceMolecule proposals return to the lab.
NVIDIA describes Genentech and Amgen drug-discovery workflows using generative AI.
Discovery · Biology / HealthTechnical learning has a workshop.
NVIDIA's Deep Learning Institute offers self-paced courses, workshops and certification in AI and accelerated computing.
Discovery · Education / Open intelligenceA startup program is a relationship, not an outcome.
NVIDIA Inception is a program through which startups can access technical resources and support.
Discovery · Infrastructure / Open intelligenceUSDA researchers are building a shared path from field images to farm tools.
USDA ARS describes its Digital Agriculture Systems Hub, including a low-cost autonomous field robot that captures plant images used to train machine-learning models.
Signal · source report · AgricultureA four-country research project is testing AI-assisted farm response tools.
A National Science Foundation-funded project plans to combine sensors, drones, mobile robots and machine learning for early warning and decision support in corn and rice systems.
Signal · source report · Agriculture / WaterAn Indiana utility combined sensors and AI for sewer-flow decisions.
EPA documents Evansville’s real-time decision-support system, which uses sensor networks, monitoring and artificial intelligence to recommend pumping rates and show plant capacity up to an hour ahead.
Signal · source report · Water / Public services / Infrastructure