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Machine Learning Research

Interpreting Image Edit Instructions: Meta’s Emu Edit improves text-to-image generation with task classification.

The latest text-to-image generators can alter images in response to a text prompt, but their outputs often don’t accurately reflect the text. They do better if, in addition to a prompt, they’re told the general type of alteration they’re expected to make.

Tech & Society

Music Titan Targets AI: Sony Music accuses AI developers of copyright violations.

The world’s second-largest music publisher accused AI developers of potential copyright violations.

Tech & Society

2 Million Tokens of Context & More: Google’s I/O developers’ conference reveals new AI models, features, and upgrades.

Google’s annual I/O developers’ conference brought a plethora of updates and new models.

Tech & Society

Faster, Cheaper Multimodality: All about GPT-4o, OpenAI’s latest multimodal model

OpenAI’s latest model raises the bar for models that can work with common media types in any combination.

The Batch Newsletter

OpenAI’s Rules for Model Behavior, Better Brain-Controlled Robots, AlphaFold 3 Covers All Biochemistry, AI Oasis in the Desert

The Batch AI News and Insights: In the last couple of days, Google announced a doubling of Gemini Pro 1.5's input context window from 1 million to 2 million tokens, and OpenAI released GPT-4o...

Data Points

AI for spies: Plus, Stack Overflow’s controversial deal with OpenAI

This week's top AI news and research stories featured OpenAI's high-level guidelines for use by human labelers to steer model behavior, all about AlphaFold 3, Saudi Arabia's $100 billion investment AI, and a method that commands a robot to perform practical tasks...

Letters

From Prompts to Mega-Prompts: Best practices for developers of LLM-based applications in the era of long context and faster, cheaper token generation

In the last couple of days, Google announced a doubling of Gemini Pro 1.5's input context window from 1 million to 2 million tokens, and OpenAI released GPT-4o, which generates tokens 2x faster and 50% cheaper than GPT-4 Turbo and natively accepts and generates multimodal tokens.

Machine Learning Research

Brain-Controlled Robots Get More Versatile: NOIR, a system to control robots via electroencephalogram for everyday tasks

Brain-to-computer interfaces that enable users to control robots with their thoughts typically execute a single type of task such as reaching and grasping. Researchers designed a system that responds to a variety of intentions.

Tech & Society

Building an AI Oasis: Saudi Arabia’s $100 billion bet to become a global AI powerhouse

Saudi Arabia plans to spend billions of dollars to become a global AI hub.

Science

AlphaFold 3 Embraces All Biochemistry: DeepMind’s AlphaFold 3 enhances 3D biomolecular modeling.

The latest update of DeepMind’s AlphaFold model is designed to find the structures of not just proteins but all biologically active molecules as well as interactions between them.

Tech & Society

Why ChatGPT Acts That Way: OpenAI introduces guidelines for model behavior, seeks public feedback

OpenAI pulled back the curtain on revised rules that will guide its models.

AI-generated illustration of a classroom full of students performing different AI-related tasks

Data Points

The GPT2 chatbot mystery: Plus, Nvidia H100 prices drop

This week's top AI news and research stories featured GitHub's Copilot Workspace, OpenAI's new licensing deal, an AI system that identifies landmines in battlefields, and an algorithm that accelerates inferencing of large language models (LLMs) by...