Acknowledgements This work was developed by the Gemini Robotics team: Abbas Abdolmaleki, Saminda Abeyruwan, Joshua Ainslie, Jean-Baptiste Alayrac, Montserrat Gonzalez Arenas, Ashwin Balakrishna, Nathan Batchelor, Alex Bewley, Jeff Bingham, Michael Bloesch, Konstantinos Bousmalis, Philemon Brakel, Anthony Brohan, Thomas Buschmann, Arunkumar Byravan, Serkan Cabi, Ken Caluwaerts, Federico Casarini, Christine Chan, Oscar Chang, London Chappellet-Volpini, Jose Enrique …

Gemini Robotics 1.5 brings AI agents into the physical world Read More »

Never miss a new edition of The Variable, our weekly newsletter featuring a top-notch selection of editors’ picks, deep dives, community news, and more. AI-powered tools tend to generate extreme reactions: on one side we have the “It’s magic!” and “best thing ever!” crowd. On the other, we find the “we’re doomed!” camp. These aren’t static …

TDS Newsletter: To Better Understand AI, Look Under the Hood Read More »

Image by Editor | ChatGPT   Contents# Introduction# 1. The Root Cause of Hallucinations# 2. The Origins of Hallucinations# 3. Hallucinations are Inevitable# 4. Hallucinations are Persistent# 5. The Role of Arbitrariness# Key Takeaways # Introduction  Hallucinations — the bane of the language model (LM) and its users — are the plausible-sounding but factually incorrect statements produced by LMs. These hallucinations are problematic …

Why Do Language Models Hallucinate? Read More »

We’re expanding our risk domains and refining our risk assessment process. AI breakthroughs are transforming our everyday lives, from advancing mathematics, biology and astronomy to realizing the potential of personalized education. As we build increasingly powerful AI models, we’re committed to responsibly developing our technologies and taking an evidence-based approach to staying ahead of emerging …

Strengthening our Frontier Safety Framework Read More »

days, people are taking more loans than ever. For anyone who wants to build their own house, home loans are available and if you own a property, you can get a property loan. There are also agriculture loans, education loans, business loans, gold loans, and many more. In addition to these, for buying items like …

The Kolmogorov–Smirnov Statistic, Explained: Measuring Model Power in Credit Risk Modeling Read More »

Image by Author | Ideogram   Contents# Introduction# Installing Polars# Creating Sample Data# Looking at Your Data# Adding New Columns# Grouping Data# Filtering Data# Analyzing Customer Behavior# Putting It All Together# Conclusion # Introduction  When you’re new to analyzing with Python, pandas is usually what most analysts learn and use. But Polars has become super popular and is faster and more efficient. Built in Rust, Polars …

Beginner’s Guide to Data Analysis with Polars Read More »

Our new method could help mathematicians leverage AI techniques to tackle long-standing challenges in mathematics, physics and engineering. For centuries, mathematicians have developed complex equations to describe the fundamental physics involved in fluid dynamics. These laws govern everything from the swirling vortex of a hurricane to airflow lifting an airplane’s wing. Experts can carefully craft …

Discovering new solutions to century-old problems in fluid dynamics Read More »

language models has made many Natural Processing (NLP) tasks appear effortless. Tools like ChatGPT sometimes generate strikingly good responses, leading even seasoned professionals to wonder if some jobs might be handed over to algorithms sooner rather than later. Yet, as impressive as these models are, they still stumble on tasks requiring precise, domain-specific extraction. ContentsMotivation: …

Deploying a PICO Extractor in Five Steps Read More »

Image by Editor | ChatGPT/font>   As large language models (LLMs) become increasingly central to applications such as chatbots, coding assistants, and content generation, the challenge of deploying them continues to grow. Traditional inference systems struggle with memory limits, long input sequences, and latency issues. This is where vLLM comes in. In this article, we’ll …

A Gentle Introduction to vLLM for Serving Read More »

Acknowledgements We thank the International Collegiate Programming Contest (ICPC) for their support. This project was a large-scale collaboration, and its success is due to the combined efforts of many individuals and teams. Hanzhao (Maggie) Lin led the overall technical direction for Gemini competitive programming and ICPC 2025 efforts, and co-led with Heng-Tze Cheng on the …

Gemini achieves gold-level performance at the International Collegiate Programming Contest World Finals Read More »