VaultGemma: The world’s most capable differentially private LLM
We introduce VaultGemma, the most capable model trained from scratch with differential privacy.
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October 2025
Introducing the Gemini 2.5 Computer Use model
Available in preview via the API, our Computer Use model is a specialized model built on Gemini 2.5 Pro’s capabilities to power agents that can interact with user interfaces.
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Introducing Veo 3.1 and advanced creative capabilities
We’re rolling out significant updates to Veo that give people even more creative control.
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How a Gemma model helped discover a new potential cancer therapy pathway
We’re launching a new 27 billion parameter foundation model for single-cell analysis built on the Gemma family of open models.
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Part 2: Instruction Fine-Tuning: Evaluation and Advanced Techniques for Efficient Training
TL;DR Standard LLM evaluation metrics fail to distinguish between a plausible-sounding text and a response that genuinely follows task instructions. Specialized metrics assess the relevance, fidelity, and multi-turn coherence of instruction-tuned LLMs, relying on techniques like LLM-as-a-Judge. More comprehensive evaluation approaches look beyond individual instruction-response pairs to assess a model’s ability to fulfill tasks not seen during training. Since Instruction Fine-Tuning (IFT) is aligning a model to a given goal, rather than imprinting new knowledge, training approaches that […]
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Five with MIT ties elected to National Academy of Medicine for 2025
On Oct. 20 during its annual meeting, the National Academy of Medicine announced the election of 100 new members, including MIT faculty members Dina Katabi and Facundo Batista, along with three additional MIT alumni. Election to the National Academy of Medicine (NAM) is considered one of the highest honors in the fields of health and medicine, recognizing individuals who have demonstrated outstanding professional achievement and commitment to service. Facundo Batista is the associate director and scientific director of […]
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Five with MIT ties elected to National Academy of Medicine for 2025
On Oct. 20 during its annual meeting, the National Academy of Medicine announced the election of 100 new members, including MIT faculty members Dina Katabi and Facundo Batista, along with three additional MIT alumni. Election to the National Academy of Medicine (NAM) is considered one of the highest honors in the fields of health and medicine, recognizing individuals who have demonstrated outstanding professional achievement and commitment to service. Facundo Batista is the associate director and scientific director of […]
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Creating AI that matters
When it comes to artificial intelligence, MIT and IBM were there at the beginning: laying foundational work and creating some of the first programs — AI predecessors — and theorizing how machine “intelligence” might come to be. Today, collaborations like the MIT-IBM Watson AI Lab, which launched eight years ago, are continuing to deliver expertise for the promise of tomorrow’s AI technology. This is critical for industries and the labor force that stand to benefit, particularly in the […]
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Creating AI that matters
When it comes to artificial intelligence, MIT and IBM were there at the beginning: laying foundational work and creating some of the first programs — AI predecessors — and theorizing how machine “intelligence” might come to be. Today, collaborations like the MIT-IBM Watson AI Lab, which launched eight years ago, are continuing to deliver expertise for the promise of tomorrow’s AI technology. This is critical for industries and the labor force that stand to benefit, particularly in the […]
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Investigating Quasar Data With Polars and Interactive marimo Notebooks
Learn to visualize quasar redshift data by building an interactive marimo dashboard using Polars, pandas, and Matplotlib. You’ll practice retrieving, cleaning, and displaying data in your notebook. You’ll also build interactive UI components that live-update visualizations in the notebook. [ Improve Your Python With 🐍 Python Tricks 💌 – Get a short & sweet Python Trick delivered to your inbox every couple of days. >> Click here to learn more and see examples ]
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