Blog Posts | Joshua Berkowitz

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Google's Speech-to-Retrieval (S2R) Is Transforming Voice Search

Traditional voice search systems often rely on converting your speech into text before searching. This step introduces errors that can completely change the meaning of your query, leading to irrelevan...

audio processing Google Research intelligent interfaces machine learning natural language processing speech-to-retrieval voice search

Oct 13, 2025

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Generative AI Is Transforming Textbooks into Personalized Learning Tools

With traditional textbooks falling short in meeting diverse learner needs, Google Research’s “Learn Your Way” project leverages generative AI to revolutionize how we interact with educational content....

AI in education education technology generative AI Google Research learning outcomes multimodal content personalized learning

Sep 22, 2025

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VaultGemma: Setting a New Standard for Privacy in Large Language Models

Artificial intelligence is rapidly integrating into our lives, making privacy not just a preference but a necessity. Google Research’s VaultGemma stands out as a breakthrough, the largest open large l...

AI differential privacy Google Research large language model machine learning open source privacy-preserving scaling laws

Sep 13, 2025

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Google Is Bringing Contactless Heart Rate Monitoring to Your Devices

Thanks to recent advances from Google Research, your smartphone or tablet may soon be able to quietly measure your heart rate with no fitness band or chest strap required! By harnessing ultra-wideband...

consumer devices contactless technology Google Research health monitoring heart rate machine learning UWB radar

Jul 18, 2025

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Google’s AI Balances Creativity and Logistics in Trip Planning

Google’s latest innovation blends the creative strengths of large language models (LLMs) with the precision of optimization algorithms, revolutionizing how we approach travel itineraries. Google's lat...

AI optimization algorithms Gemini Google Research LLM travel itineraries trip planning user preferences

Jun 17, 2025

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Unlocking Accuracy in RAG: The Crucial Role of Sufficient Context

When it comes to reducing hallucinations and improving accuracy in large language models (LLMs), the focus is shifting from mere relevance to the concept of sufficient context . Rather than simply ret...

AI safety Google Research hallucinations LLMs RAG retrieval systems sufficient context

May 15, 2025

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How Gemini AI Makes Complex Information Understandable: Inside Google's Minimally-Lossy Text Simplification

Unlocking Complex Information for Everyone Understanding specialized or technical text can be overwhelming, especially when every detail matters. Google Research is tackling this challenge with Gemini...

accessibility AI Gemini AI Google Research LLM text simplification user study

May 10, 2025

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