Generative AI

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The anatomy of a personal health agent

Artificial Intelligence, Generative AI, Health & Bioscience, Machine Intelligence

Learn about Google Researchers research prototype, an LLM-powered personal health agent that analyzes data from everyday wellness devices paired with health data, such as blood biomarkers, to offer evidence-based health insights and to provide a personalized coaching experience. The rapid advancement of large language models (LLMs), combined with data from wearable devices, presents a transformative opportunity […]

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AlphaEvolve: an LLM-based coding agent, to find and verify combinatorial structures that improve results on the hardness of approximately solving certain optimization problems.

Algorithms & Theory, Artificial Intelligence, Generative AI

Algorithms & Theory Google Researchers invoke AlphaEvolve, an LLM-based coding agent, to find and verify combinatorial structures that improve results on the hardness of approximately solving certain optimization problems. Recently, large language models (LLMs) have demonstrated surprising capabilities in competitive mathematics and competitive programming, demonstrating world-leading performance across both of these fields. However, their successes in mathematical discovery

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A collaborative approach to image generation : PASTA

Artificial Intelligence, Generative AI, Human-Computer Interaction and Visualization, Machine Intelligence

Google Research introduce PASTA, a reinforcement learning agent that refines text-to-image output over multiple turns of interaction with a user by learning their unique preferences. This process is made possible by a novel user simulation technique. You have a perfect image in your mind. You enter a prompt, hit generate, and the result is close

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XR Blocks: Accelerating AI + XR innovation

Artificial Intelligence, Generative AI, Human-Computer Interaction and Visualization, Software Systems & Engineering

XR Blocks is an open-source framework to help you develop immersive experiences for the web, featuring XR realism, XR interaction, and AI + XR applications with live demos in xrblocks.github.io. The combination of artificial intelligence (AI) and extended reality (XR) has the potential to unlock a new paradigm of immersive intelligent computing. However, a significant gap

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Coral NPU: A full-stack platform for Edge AI

Artificial Intelligence, Generative AI, Hardware & Architecture, Product, Security, Privacy and Abuse Prevention

Introducing Coral NPU, a full-stack, open-source platform designed to address the core performance, fragmentation, and privacy challenges that limit powerful, always-on AI with low-power edge devices and wearables. Generative AI has fundamentally reshaped our expectations of technology. We’ve seen the power of large-scale cloud-based models to create, reason and assist in incredible ways. However, the

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Teaching Gemini to spot exploding stars with just a few examples

Artificial Intelligence, General Science, Generative AI, Human-Computer Interaction and Visualization

In a publication in Nature Astronomy, we show how Google’s Gemini model can be transformed into an expert astronomy assistant that classifies cosmic events with high accuracy and explains its reasoning in plain language, achieving 93% accuracy across three datasets by learning from just 15 annotated examples per survey. Modern astronomy is a treasure hunt

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

Artificial Intelligence, Generative AI, Machine Intelligence, Security, Privacy and Abuse Prevention

We introduce a method for generating differentially private synthetic photo albums that uses an intermediate text representation and produces the albums in a hierarchical fashion. Differential privacy (DP) provides a powerful, mathematically rigorous assurance that sensitive individual information in a dataset remains protected, even when a dataset is used for analysis. Since DP’s inception nearly two decades

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