Machine Learning Research
More, Better Open Source Options: Alibaba releases Qwen 2.5 models, raising the bar for open weight LLMs
The parade of ever more capable LLMs continues with Qwen 2.5.
Latest
Tech & Society
California Restricts Deepfakes: California enacts laws to regulate deepfakes in politics and entertainment
California, a jurisdiction that often influences legislators worldwide, passed a slew of new laws that regulate deepfakes.
Letters
AI Innovations for Learners: How generative AI is changing education
Last week I spoke at Coursera Connect, the company’s annual conference in Las Vegas, where a major topic was AI and education.
The Batch Newsletter
Hollywood Embraces Video Gen, New Restrictions on Deepfakes, More Open Source Models, Robot Server
The Batch AI News and Insights: Last week I spoke at Coursera Connect, the company’s annual conference in Las Vegas, where a major topic was AI and education.
Data Points
Using GPT to debunk conspiracy theories: Nvidia’s new open vision-language models
Kling 1.5 text-to-video model adds 1080p, editing tools. Codeforces restricts AI use in competition. Identifying whalesong using bioacoustic markers. A prize challenge for improving robotics world models.
Data Points
Alibaba’s impressive suite of open models: Mistral cuts prices across its lineup
Runway adds video-to-video and API. Moshi, a new open speech model. LlamaCoder’s open webapp builder alternative. California restricts synthetic actors and election deepfakes.
Letters
Our New Specialization, the Data Engineering Professional Certificate!: Engineers who can build systems to manage data are in high demand. The Data Engineering Professional Certificate will make you job-ready.
Years ago, when I was working at a large tech company, I was responsible for the data warehouse...
The Batch Newsletter
Models Built for Reasoning, High Gear for Llama 3.1, Brains for Warehouse Robots, Stopping LLMs From Plagiarizing
The Batch AI News and Insights: Years ago, when I was working at a large tech company, I was responsible for the data warehouse.
Machine Learning Research
Reducing Memorization in LLMs: A technique that masks tokens in large language models, protecting data privacy
Studies have established that large language models can memorize the text passages they’ve been trained on repeatedly and regurgitate them when prompted in adversarial and, though rarely, in benign ways.
Business
Amazon Boosted by Covariant: Amazon strengthens logistics and robotics with new AI partnership
Amazon took on talent and technology from robotics startup Covariant to enhance its warehouse automation, an area critical to its core ecommerce business.
Hardware
High Gear for Llama 3.1 405B: SambaNova boosts Llama 3.1 performance with fast, free access to largest model
SambaNova raised the speed limit for access to the largest model in the Llama 3.1 family — and it’s free.
Machine Learning Research
OpenAI Forges Chains of Thought: OpenAI’s o1 models excel in reasoning, outperform GPT-4o in math and coding
Preliminary versions of OpenAI’s new model family were trained explicitly to think step-by-step, yielding outstanding marks in math, science, and coding — but users can’t see their reasoning steps.