Blog - Robotic Content

Build a RAG-based QnA application using Llama3 models from SageMaker JumpStart

by AI Generated Robotic ContentFAANG September 13, 2024Comments are Disabled

Organizations generate vast amounts of data that is proprietary to them, and it’s critical to get insights out of the data for better business outcomes. Generative AI and foundation models (FMs) play an important role in creating applications using an organization’s data that improve customer experiences and employee productivity. The FMs are typically pretrained on …

Researchers discover building blocks that could ‘revolutionize computing’

by AI Generated Robotic ContentAI/ML News September 13, 2024Comments are Disabled

A research team has made a major discovery by designing molecules that could revolutionize computing.

OpenAI releases reasoning AI with eye on safety, accuracy

by AI Generated Robotic ContentAI/ML News September 13, 2024Comments are Disabled

ChatGPT creator OpenAI on Thursday released a new series of artificial intelligence models designed to spend more time thinking—in hopes that generative AI chatbots provide more accurate and beneficial responses.

Introducing Amazon EKS support in Amazon SageMaker HyperPod

by AI Generated Robotic ContentFAANG September 12, 2024Comments are Disabled

We are thrilled to introduce Amazon Elastic Kubernetes Service (Amazon EKS) support in Amazon SageMaker HyperPod, a purpose-built infrastructure engineered with resilience at its core. This capability allows for the seamless addition of SageMaker HyperPod managed compute to EKS clusters, using automated node and job resiliency features for foundation model (FM) development. FMs are typically …

Apple Shared Its First Public AI-Generated Image. It’s Craig Federighi’s Dog

by AI Generated Robotic ContentAI/ML News September 12, 2024Comments are Disabled

Shared exclusively with WIRED, this Image Playground creation is the first that Apple has released outside of marketing materials.

Microscale robot folds into 3D shapes and crawls

by AI Generated Robotic ContentAI/ML News September 12, 2024Comments are Disabled

Researchers have created microscale robots less than 1 millimeter in size that are printed as a 2D hexagonal ‘metasheet’ but, with a jolt of electricity, morph into preprogrammed 3D shapes and crawl.

Neuromorphic platform presents significant leap forward in computing efficiency 

by AI Generated Robotic ContentAI/ML News September 12, 2024Comments are Disabled

Researchers at the Indian Institute of Science (IISc) have developed a brain-inspired analog computing platform capable of storing and processing data in an astonishing 16,500 conductance states within a molecular film. Published today in the journal Nature, this breakthrough represents a huge step forward over traditional digital computers in which data storage and processing are …

Scaling to Success: Implementing and Optimizing Penalized Models

by AI Generated Robotic ContentAI/ML Research September 11, 2024Comments are Disabled

This post will demonstrate the usage of Lasso, Ridge, and ElasticNet models using the Ames housing dataset. These models are particularly valuable when dealing with data that may suffer from multicollinearity. We leverage these advanced regression techniques to show how feature scaling and hyperparameter tuning can improve model performance. In this post, we’ll provide a …

Big News: Chatbot Conference 2024 Now Available Online!

by AI Generated Robotic ContentFAANG September 11, 2024Comments are Disabled

We have some fantastic news for you! Due to popular demand, we are thrilled to announce that the Chatbot Conference 2024 will now be available online. Whether you’re near or far, you can join us from the comfort of your home or office. 🚀 Online Access Details: Dates: September 24–26, 2024 Time: 9:00 am to 5 pm Pacific …

Pushy to the Limit: Evolving Netflix’s WebSocket proxy for the future

by AI Generated Robotic ContentFAANG September 11, 2024Comments are Disabled

By Karthik Yagna, Baskar Odayarkoil, and Alex Ellis Pushy is Netflix’s WebSocket server that maintains persistent WebSocket connections with devices running the Netflix application. This allows data to be sent to the device from backend services on demand, without the need for continually polling requests from the device. Over the last few years, Pushy has seen …