The Batch

sep 18, 2024

6 Posts

Diagram of the data engineering cycle from generation to ingestion and transformation to analytics and machine learning.
sep 18, 2024

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...
Diagram of the data engineering cycle from generation to ingestion and transformation to analytics and machine learning.
sep 18, 2024

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.
Reducing Memorization in LLMs: A technique that masks tokens in large language models, protecting data privacy
sep 18, 2024

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.
Covariant robotic arm clutching an Amazon box.
sep 18, 2024

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.
High Gear for Llama 3.1 405B: SambaNova boosts Llama 3.1 performance with fast, free access to largest model
sep 18, 2024

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.
OpenAI's model scores on the GPQA Diamond tests in biology, chemistry, and physics, along with their overall score.
sep 18, 2024

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.

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