Welcome, AI enthusiasts.
In today’s Generative AI Newsletter:
Synthetic Data Deep Dive with Gretel's AI Scientists, Engineers & Developers
Meet Llama 3.1
The Robot Dog Cleaning Up Beaches
Elon Musk and xAI Unveil Memphis Supercluster
5 Best Data Analysis AI Tools
Synthetic Data Deep Dive with Gretel's AI Scientists, Engineers & Developers
𝗝𝗼𝗶𝗻 Gretel 𝗼𝗻 𝗧𝘂𝗲𝘀𝗱𝗮𝘆, 𝗝𝘂𝗹𝘆 𝟯𝟬𝘁𝗵 𝗮𝘁 𝟵 𝗔𝗠 𝗣𝗧 / 𝟭𝟮 𝗣𝗠 𝗘𝗧 for virtual event featuring covering the latest in Gretel product news, applied privacy research, and frontier synthetic data generation techniques.
Topics covered during this event:
Agents & Compound AI
Open synthetic datasets
Fine-tuning language models
Rule-based data transformations
Live data synthesis demos + Q&A
llama
Meet Llama 3.1
Meta Llama 3.1 is an open-source AI model available in 8B, 70B, and 405B versions, designed for developers, researchers, and businesses to drive generative AI innovation.
It offers real-time and batch inference services, with downloadable model weights to optimize cost per token.
Users can fine-tune, distill, and deploy the model on-premises or in the cloud.
The model supports real-time inference, batch inference, and zero-shot tool use with RAG for building agentic behaviors.
Additionally, it provides synthetic data generation to enhance specialized models for specific applications.
IIT
The Robot Dog Cleaning Up Beaches
Researchers at the Italian Institute of Technology have developed VERO, a robot dog equipped with foot-mounted vacuums to clean up cigarette butts and litter on beaches and other public spaces.
Built on the AlienGo platform, VERO uses depth cameras and a convolutional neural network to identify and collect cigarette butts autonomously.
It can clean nearly 90% of cigarette butts in various environments, significantly reducing environmental pollution.
Although high cost and operational challenges exist, VERO’s technology could extend to other applications, such as agricultural maintenance and infrastructure inspection, revolutionizing smart robotics and environmental conservation.
Forbes
Elon Musk and xAI Unveil Memphis Supercluster
Elon Musk and his company xAI announced the launch of the Memphis Supercluster, claiming it to be the most powerful AI training cluster globally.
This supercluster uses 100,000 Nvidia H100 GPUs.
Additionally, Musk revealed that Grok 2.0 has finished training and will be released soon, with Grok 3.0 expected to become the world's most powerful AI by December 2024.
In related news, Tesla plans to start low production of humanoid robots for internal use next year.
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