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The Flan Collection: Advancing open source methods for instruction tuning

Google Research AI blog

Posted by Shayne Longpre, Student Researcher, and Adam Roberts, Senior Staff Software Engineer, Google Research, Brain Team Language models are now capable of performing many new natural language processing (NLP) tasks by reading instructions, often that they hadn’t seen before.

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Google unveils open source Gemma 3 model with 128k context window

VentureBeat

Google's Gemma 3 is multimodal, comes in four sizes and can now handle more information and instructions thanks to a larger context window. Read More

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Visual language maps for robot navigation

Google Research AI blog

Building robots that are proficient at navigation requires an interconnected understanding of (a) vision and natural language (to associate landmarks or follow instructions), and (b) spatial reasoning (to connect a map representing an environment to the true spatial distribution of objects).

Language 114
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Stability AI releases ChatGPT-like language models

TechCrunch

Stability AI , the startup behind the generative AI art tool Stable Diffusion , today open-sourced a suite of text-generating AI models intended to go head to head with systems like OpenAI’s GPT-4. But Stability AI argues that open-sourcing is in fact the right approach, in fact. make up) facts.

Language 100
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Language to rewards for robotic skill synthesis

Google Research AI blog

The recent advancements in large language models (LLMs) pre-trained on extensive internet data have shown a promising path towards achieving this goal. In “ Language to Rewards for Robotic Skill Synthesis ”, we propose an approach to enable users to teach robots novel actions through natural language input.

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OpenAI can translate English into code with its new machine learning software Codex

The Verge

AI research company OpenAI is releasing a new machine learning tool that translates the English language into code. In demos of Codex, OpenAI shows how the software can be used to build simple websites and rudimentary games using natural language, as well as translate between different programming languages and tackle data science queries.

Software 143
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The most innovative companies in applied AI for 2025

Fast Company Tech

Anyspheres Cursor tool, for example, helped advance the genre from simply completing lines or sections of code to building whole software functions based on the plain language input of a human developer. Or the developer can explain a new feature or function in plain language and the AI will code a prototype of it.

Companies 100