Articles from Source: Google-Research

Collaborating on a nationwide randomized study of AI in real-world virtual care

2026-02-03 18:15
🚀 Exciting news in healthcare! We are partnering with Included Health to launch a nationwide study on conversational AI in virtual care. This research aims to gather evidence on AI performance in real clinical settings, beyond simulations. The study will assess how AI can enhance access to medical expertise and support physicians in patient care. Pending IRB approval, this marks a significant step in our ongoing research journey. Stay tuned for updates! #HealthcareAI #VirtualCare...
Source: Google Research

Towards a science of scaling agent systems: When and why agent systems work

2026-01-28 11:00
New research explores scaling principles for AI agent systems through a study of 180 configurations. Key findings show that while multi-agent coordination boosts performance in parallel tasks, it can hinder outcomes in sequential ones. A predictive model was also developed to identify optimal architectures for 87% of unseen tasks. This challenges the common belief that "more agents are better," highlighting the need for careful design in agent systems. #AI #AgentSystems #GenerativeAI...
Source: Google Research

ATLAS: Practical scaling laws for multilingual models

2026-01-27 18:58
🚀 ATLAS introduces new scaling laws for multilingual language models, addressing the gap in research focused on non-English languages. Over 50% of AI users communicate in languages other than English, yet existing models predominantly emphasize English. ATLAS aims to change that by providing data-driven guidance for developing multilingual models. The study includes 774 training runs across 10M–8B parameter models and evaluates data from 400+ languages. It presents adaptive transfer scaling...
Source: Google Research

Introducing GIST: The next stage in smart sampling

2026-01-23 17:46
🚀 Introducing GIST: a groundbreaking algorithm designed for smart data sampling! GIST offers a solution for selecting high-quality data subsets that maximize both diversity and utility. This is crucial as modern machine learning requires handling vast datasets efficiently. The algorithm balances two key objectives: ensuring selected data points are diverse and useful for training accurate models. GIST has shown superior performance in tasks like image classification, backed by mathematical...
Source: Google Research

Small models, big results: Achieving superior intent extraction through decomposition

2026-01-22 16:56
Unlocking user intent from UI interactions is crucial for enhancing mobile experiences. 📱 A recent study introduces a method using small multimodal models to effectively predict user actions without relying on large, resource-heavy models. By breaking down intent extraction into two stages, the approach maintains high accuracy while operating on-device, ensuring user privacy. 🔍 This innovative technique shows promise for future AI agents that can better anticipate user needs based on past...
Source: Google Research

Unlocking health insights: Estimating advanced walking metrics with smartwatches

2026-01-15 22:56
Recent research highlights the effectiveness of smartwatches in estimating gait metrics, such as walking speed and step length. 📊 Traditionally, measuring these metrics required specialized equipment, but smartwatches provide a practical solution for continuous tracking. This study confirms that they can deliver accurate results comparable to smartphones. 🕒 A deep learning model was developed to enhance this capability, using user height and IMU data for precise measurements. #Smartwatches...
Source: Google Research

Hard-braking events as indicators of road segment crash risk

2026-01-13 22:44
🚗📊 New research highlights a strong link between hard-braking events (HBEs) and crash rates on road segments. By analyzing data from Android Auto alongside public crash statistics, the study suggests that frequent HBEs can serve as early indicators of potential road safety issues. This approach moves beyond traditional reliance on historical crash data, paving the way for proactive traffic safety assessments. #RoadSafety #TrafficAnalysis #HBEs #DataDriven #SafetyFirst
Source: Google Research

Next generation medical image interpretation with MedGemma 1.5 and medical speech to text with MedASR

2026-01-13 20:57
🚀 Exciting updates in healthcare AI! Google is enhancing the MedGemma model to improve medical imaging support. Alongside this, they introduced MedASR, a new open medical speech-to-text model. The adoption of AI in healthcare is happening rapidly, with the industry embracing it at twice the rate of the broader economy. The MedGemma collection has seen millions of downloads and numerous community variants. #HealthcareAI #MedTech #AIInnovation #MedGemma #MedASR
Source: Google Research

Dynamic surface codes open new avenues for quantum error correction

2026-01-13 17:32
🌟 New advancements in quantum error correction (QEC) are here! Researchers at Google Quantum AI introduced dynamic circuits that enhance QEC by using fewer couplers and eliminating correlated errors. This innovation is vital for achieving the low error rates needed for effective quantum algorithms. In December 2024, the Willow quantum processor successfully demonstrated error correction below threshold levels, showing improved robustness of logical qubits. These dynamic circuits offer a...
Source: Google Research

NeuralGCM harnesses AI to better simulate long-range global precipitation

2026-01-12 17:52
🌧️ NeuralGCM is revolutionizing the simulation of global precipitation by combining physics-based modeling with AI. This hybrid model, trained on NASA precipitation data, shows significant improvements in forecasting daily precipitation cycles and extreme weather events. NeuralGCM outperforms traditional models, offering enhanced accuracy for medium-range forecasts and long-term climate simulations. This advancement supports better decision-making for farmers and city planners alike....
Source: Google Research

Google Research 2025: Bolder breakthroughs, bigger impact

2025-12-18 23:29
🚀 In 2025, Google Research made significant strides, enhancing its impact on products, science, and society. Teams focused on both bold innovations and applied research, leading to breakthroughs in AI, quantum computing, and Earth sciences. Their efforts also addressed key societal challenges like climate resilience and health. 📊 Collaboration was key, as many teams joined forces to translate research into real-world solutions. #GoogleResearch #Innovation #AI #QuantumComputing #Science
Source: Google Research

Gemini provides automated feedback for theoretical computer scientists at STOC 2026

2025-12-15 17:37
🚀 Exciting advancements in theoretical computer science! A new tool using Gemini AI was tested at the STOC 2026 conference to help authors verify their submissions. It provided automated feedback within 24 hours, identifying calculation and logic errors. The feedback included structured insights on contributions, potential mistakes, and minor corrections, enhancing the quality of research before peer review. #TheoreticalComputerScience #STOC2026 #AI #ResearchInnovation #GeminiAI
Source: Google Research

Titans + MIRAS: Helping AI have long-term memory

2025-12-04 19:26
🚀 Exciting advancements in AI! The Titans architecture and MIRAS framework are introduced to enhance AI's long-term memory while it operates. These innovations allow models to process extensive contexts efficiently, updating their memory in real-time. Unlike traditional methods, Titans combines the speed of RNNs with the accuracy of transformers, enabling AI to adapt dynamically to new information without requiring offline retraining. #AI #MachineLearning #TechInnovation #LongTermMemory...
Source: Google Research

From Waveforms to Wisdom: The New Benchmark for Auditory Intelligence

2025-12-03 22:47
Introducing the Massive Sound Embedding Benchmark (MSEB) — a new open-source platform designed to measure machine sound intelligence. 🎶 MSEB unifies eight essential capabilities such as transcription, classification, and reconstruction to enhance auditory performance in AI systems. It aims to address key questions about sound-based AI, including the potential for universal sound embeddings. This benchmark provides a structured evaluation framework and sets clear performance goals,...
Source: Google Research

Reducing EV range anxiety: How a simple AI model predicts port availability

2025-11-21 16:27
🚗🔌 A new AI model predicts EV charging port availability, helping drivers minimize wait times and plan trips effectively. This solution targets "range anxiety" by integrating charging stations into routes based on battery levels. The model, based on simple linear regression, balances predictive power with efficiency. By using real-time data, it enhances user experience and supports the growing need for reliable EV infrastructure. #ElectricVehicles #AI #ChargingStations #RangeAnxiety...
Source: Google Research

Real-time speech-to-speech translation

2025-11-19 09:59
Introducing a groundbreaking speech-to-speech translation (S2ST) model that enables real-time communication with just a 2-second delay! 🌍🎤 This innovative system allows for direct audio translation in the original speaker's voice, enhancing connection across language barriers. It overcomes previous delays and errors associated with traditional methods. The model utilizes a streaming framework and a scalable data acquisition pipeline to support multiple languages, making it suitable for...
Source: Google Research

Generative UI: A rich, custom, visual interactive user experience for any prompt

2025-11-18 16:00
🚀 Exciting news in the world of AI! A new implementation of generative UI is now available in the Gemini app and Google Search. This technology allows AI to create immersive and interactive user experiences on the fly, tailored to any prompt. Generative UI can generate web pages, games, and applications based on simple or detailed instructions. Research shows these dynamic interfaces are preferred over traditional static designs. Explore the future of personalized interactions with this...
Source: Google Research

Separating natural forests from other tree cover with AI for deforestation-free supply chains

2025-11-13 19:04
🌍 The "Natural Forests of the World 2020" map uses AI to distinguish natural forests from other types of tree cover. This tool is essential for achieving deforestation-free supply chains and protecting ecosystems. Forests play a key role in regulating rainfall, storing carbon, and supporting biodiversity. However, deforestation remains a significant challenge. Current mapping often confuses natural forests with plantations, complicating conservation efforts. New regulations, such as the EU's...
Source: Google Research

A new quantum toolkit for optimization

2025-11-13 07:27
🚀 New insights from Google Quantum AI reveal that large-scale quantum computers may solve complex optimization problems beyond the reach of classical computers. 🔍 This potential spans various applications, from airline route planning to clinical trials. A new algorithm, Decoded Quantum Interferometry (DQI), uses quantum mechanics to find near-optimal solutions efficiently. 🧩 However, it also requires solving a challenging decoding problem, which has been studied extensively due to its...
Source: Google Research

Differentially private machine learning at scale with JAX-Privacy

2025-11-12 15:32
🚀 Exciting news in AI! JAX-Privacy 1.0 has been released, a library designed for differentially private machine learning on the JAX platform. This toolkit allows researchers to train deep learning models while ensuring data privacy. JAX, known for its high-performance capabilities, supports seamless scaling and efficient model training. JAX-Privacy enhances these features by providing tools for implementing and auditing private algorithms. This release marks a significant step for researchers...
Source: Google Research

Exploring a space-based, scalable AI infrastructure system design

2025-11-04 16:58
🚀 Project Suncatcher is a new initiative exploring AI infrastructure in space. The project aims to utilize solar-powered satellite constellations equipped with TPUs and optical links to enhance machine learning capabilities in orbit. Solar energy in space can be significantly more productive than on Earth, potentially revolutionizing AI compute. The early research paper outlines challenges like satellite communication and radiation effects. #SpaceTech #AI #Innovation #ProjectSuncatcher...
Source: Google Research

Accelerating the magic cycle of research breakthroughs and real-world applications

2025-10-31 07:40
🚀 Exciting advancements were shared at the recent Research@ event by Google Research, showcasing breakthroughs in earth science, genomics, and quantum computing. These innovations are part of a “magic cycle” where research and real-world applications drive each other forward. Enhanced AI tools and open platforms are accelerating this process, leading to new opportunities in various fields. 🌍🔬 Stay tuned for more updates on how technology is shaping our future! #GoogleResearch #Innovation #AI...
Source: Google Research

Toward provably private insights into AI use

2025-10-30 10:56
Unlocking the potential of generative AI while ensuring user privacy is crucial. A new system called Provably Private Insights (PPI) uses federated analytics to analyze on-device generative AI data without exposing personal information. It combines large language models and differential privacy to provide insights into user interactions. This approach is already being implemented in Google’s Recorder app, allowing developers to improve AI tools while maintaining transparency in data handling....
Source: Google Research

StreetReaderAI: Towards making street view accessible via context-aware multimodal AI

2025-10-29 16:38
Introducing StreetReaderAI, a groundbreaking prototype aimed at making street view experiences accessible for everyone. 🌍✨ This innovative tool utilizes context-aware, real-time AI to provide blind and low-vision users with descriptive information about their surroundings. Key features include real-time descriptions of streets and locations, dynamic conversations with a multimodal AI agent, and accessible navigation controls. StreetReaderAI represents a significant step towards inclusivity in...
Source: Google Research

How we are building the personal health coach

2025-10-27 22:36
🚀 Exciting news in health tech! A new personal health coach powered by Gemini models is set to provide tailored coaching based on individual health data. This initiative aims to bridge gaps in health and fitness support, offering insights on sleep, fitness, and well-being. Starting tomorrow, eligible Fitbit Premium users in the US can access a public preview. The coach will use behavioral science and personal metrics to help users set goals and build lasting habits. Stay tuned for more...
Source: Google Research

Google Earth AI: Unlocking geospatial insights with foundation models and cross-modal reasoning

2025-10-23 08:08
🌍 Google Earth AI is enhancing our understanding of the planet with advanced geospatial AI models and reasoning agents. These innovations provide actionable insights on environmental issues and natural disasters. By integrating various data sources, users can address complex queries like hurricane landfalls and community preparedness. New features include updated imagery models and a geospatial reasoning agent for intricate problem-solving. Explore the potential of these tools today!...
Source: Google Research

A verifiable quantum advantage

2025-10-22 15:07
🌟 Exciting developments in quantum computing! A recent study in Nature introduces a new computational task measuring Out-of-Time-Order Correlators (OTOCs), showcasing a verifiable quantum advantage. This breakthrough could help tackle real-world challenges, such as Hamiltonian learning in Nuclear Magnetic Resonance (NMR). The research highlights chaos in both macroscopic and quantum systems, emphasizing how quantum computers can effectively simulate these complex, chaotic behaviors. 🔍...
Source: Google Research

A picture's worth a thousand (private) words: Hierarchical generation of coherent synthetic photo albums

2025-10-20 21:54
Introducing a new method for generating differentially private synthetic photo albums! 📷✨ This approach uses an intermediate text representation to create albums hierarchically, ensuring individual data privacy while maintaining thematic coherence across images. By leveraging generative AI models, organizations can simplify their data analysis workflows, safeguarding sensitive information without compromising quality. Explore the potential of this innovative technique! #DifferentialPrivacy...
Source: Google Research

Teaching Gemini to spot exploding stars with just a few examples

2025-10-20 09:19
🌌 In a recent study published in Nature Astronomy, researchers demonstrate how Google’s Gemini model can effectively classify cosmic events, achieving 93% accuracy with just 15 examples per survey. 🔭 This innovative approach transforms Gemini into an astronomy assistant capable of explaining its reasoning in simple terms, addressing the challenges posed by the increasing volume of data from telescopes. 👨‍🔬 This advancement could significantly aid astronomers in distinguishing real events from...
Source: Google Research

Solving virtual machine puzzles: How AI is optimizing cloud computing

2025-10-17 17:56
Introducing LAVA, a new AI-driven scheduling algorithm designed to enhance resource efficiency in cloud data centers. ☁️💻 LAVA adapts to the lifetimes of virtual machines (VMs) by continuously updating predictions, addressing the challenges of VM allocation. This system helps prevent resource stranding and optimizes server usage for both economic and environmental benefits. 🌱📈 The approach includes three algorithms: NILAS, LAVA, and LARS, which work together to improve VM fitting on physical...
Source: Google Research

Using AI to identify genetic variants in tumors with DeepSomatic

2025-10-16 16:33
🚀 DeepSomatic is an AI tool designed to identify cancer-related mutations in tumor genetic sequences. This innovation assists in understanding the genetic factors driving different types of cancer, which is crucial for developing targeted treatment plans. Developed in collaboration with the University of California, Santa Cruz Genomics Institute, DeepSomatic uses machine learning to enhance the accuracy of variant discovery across various sequencing technologies. Both the tool and its...
Source: Google Research

Coral NPU: A full-stack platform for Edge AI

2025-10-15 13:07
🌐 Introducing Coral NPU, a new open-source platform designed to enhance Edge AI on low-power devices and wearables. This full-stack solution addresses key challenges such as performance gaps, fragmentation, and user privacy. By embedding AI directly into personal devices, it aims to deliver assistive experiences while maintaining data security. Developers can now access documentation and tools to start creating efficient, always-on AI applications. #EdgeAI #CoralNPU #GenerativeAI #Privacy...
Source: Google Research

XR Blocks: Accelerating AI + XR innovation

2025-10-09 09:56
🚀 Exciting news in the world of AI and XR! XR Blocks is an open-source framework aimed at developing immersive web experiences. It combines AI and extended reality to enhance intelligent computing. While AI has established frameworks, bridging the gap with XR has been challenging. XR Blocks offers a modular architecture for rapid prototyping of AI + XR applications. Discover more with live demos and templates available on GitHub! #AI #XR #Innovation #OpenSource #Technology
Source: Google Research

​​Speech-to-Retrieval (S2R): A new approach to voice search

2025-10-07 15:22
Introducing the Speech-to-Retrieval (S2R) engine, a new advancement in voice search technology! 🎤🔍 This innovative approach allows users to get answers directly from their spoken queries, eliminating the need for text conversion. This results in faster and more reliable search results. Traditional voice search relies on automatic speech recognition (ASR), which can misinterpret queries and lead to irrelevant results. S2R aims to improve this by addressing those challenges. #VoiceSearch...
Source: Google Research

A collaborative approach to image generation

2025-10-02 17:04
Introducing PASTA, a new reinforcement learning agent designed to enhance text-to-image generation by learning user preferences through interactive refinement. 🎨🤖 This innovative approach transforms the process from trial-and-error to a collaborative conversation, making it easier for users to achieve their ideal images. PASTA outperformed traditional models in user satisfaction during evaluations. A dataset of over 7,000 interactions has been released to support this research. 📊✨...
Source: Google Research

Introducing interactive on-device segmentation in Snapseed

2025-10-01 17:05
🚀 Exciting news for Snapseed users! The app now features a new Object Brush tool for iOS, enabling real-time image segmentation. This allows for easier and more intuitive selective edits, such as brightening a subject or enhancing the sky. Simply draw on the object you want to adjust without affecting the rest of the image. Try it out as this feature rolls out in the coming week! 📸✨ #Snapseed #PhotoEditing #MobilePhotography #TechUpdate #UserExperience
Source: Google Research

AI as a research partner: Advancing theoretical computer science with AlphaEvolve

2025-09-30 16:57
Discover how AlphaEvolve, a coding agent powered by LLMs, is advancing theoretical computer science. This innovative tool helps find and verify combinatorial structures that enhance our understanding of optimization problems. The study highlights AlphaEvolve's iterative process to improve code snippets, resulting in significant findings in complexity theory. Learn more about the potential of AI in mathematical discovery! 🤖📊 #TheoreticalComputerScience #AI #AlphaEvolve #Mathematics #Research
Source: Google Research

The anatomy of a personal health agent

2025-09-30 14:41
Discover the potential of a new research prototype: the Personal Health Agent (PHA). This LLM-powered tool analyzes data from wearable devices and health metrics to provide tailored health insights and coaching. The PHA uses a multi-agent system to address diverse health inquiries, ensuring personalized support. Extensive evaluations involved data from over 1,200 users, marking a significant advancement in health technology. This framework is intended for research and not a market-ready...
Source: Google Research