AI, MLOps, and Robotics #36

This Week in AI, MLOps, and Robotics: ChatGPT gets vision and audio features, Amazon invests 4 billion in Anthropic, Meta adds new A.I. into apps, US defense opens national security agency, the Llama ecosystem, Stress testing chain-of-thought prompting, and much more!

Join My Next Free Workshop (Oct 4th):

Intro to LLM Monitoring in Production with LangKit & WhyLabs - RSVP on Eventbrite ↗

?? AI News & Stories:

• ChatGPT can now see, hear, and speak - Read on Open AI ↗
• Amazon to invest up to $4 billion in AI startup Anthropic - Read on TechCrunch ↗
• Meet the A.I. Jane Austen: Meta Weaves A.I. Throughout Its Apps - Read on The New York Times ↗
• AI Security Center to Open at National Security Agency - Read on U.S. Department of Defense ↗
• Details emerge on Jony Ive and OpenAI’s plan to build the ‘iPhone of artificial intelligence’ - Read on The Verge ↗
• This robotic exoskeleton can help runners sprint faster - Read on MIT Tech Review ↗
• Open Robotics’ ROS is safe despite Alphabet buying OSRC, says Intrinsic - Read on TechCrunch ↗

?? ML Developer Tools & Resources:

• BYOC to BentoCloud: Privacy, Flexibility, and Cost Efficiency in One Package - Read on BentoML ↗
• Object Detection: Fake It to Make It - Read on Edge Impulse ↗
• Monitoring AI Models for Bias & Fairness with Segmentation - Watch on YouTube ↗
• Object Detection using KerasCV YOLOv8 - Read on LearnOpenCV ↗
• The Llama Ecosystem: Past, Present, and Future - Read on Hugging Face ↗
• DynIBaR: Space-time view synthesis from videos of dynamic scenes - Read on Google Research ↗
• Design YouTube Video Recommendation Systems - Read on PyImageSearch ↗
• Inside the Matrix: Visualizing Matrix Multiplication, Attention and Beyond - Read on PyTorch ↗

??? Upcoming AI Events (Ordered by date):

• Meta Connect | Sep 27 - 28 - Register on Meta Connect ↗
• Collaborative Data Science in Business | Oct 2 - Register on luma ↗
• Drag-and-Drop LLMs: Simplifying RAG with FlowiseAI and Milvus | Oct 3 - Register on Zilliz ↗
• LLMs in Production - Part III | Octo 3 - Register on MLOps community ↗
• Intro to LLM Monitoring in Production with LangKit & WhyLabs |Oct 4 - RSVP on Eventbrite ↗
• PyTorch Conference 2023:?San Francisco October 16-17 -?Learn more on the PyTorch blog ↗
• Machine Learning with Ray: Supercharge Your GPU Clusters | Oct 17 - Register on luma ↗

??? AI Podcasts & Interviews:

• Mark Zuckerberg: First Interview in the Metaverse | Lex Fridman Podcast - Listen on YouTube ↗
• Overcoming Adversaries with A.I. for Cybersecurity, with Dr. Dan Shiebler - Listen on SuperDataScience ↗
• Personalization for Text-to-Image Generative AI with Nataniel Ruiz - Listen on TWiML ↗

?? Recent ML Research Papers:

• Stress Testing Chain-of-Thought Prompting for Large Language Models - Read on arXiv↗
• Online Distribution Shift Detection via Recency Prediction - Read on arXiv↗
• Demystifying CLIP Data - Read on arXiv↗
• Training a Large Video Model on a Single Machine in a Day - Read on arXiv↗
• HyperPPO: A scalable method for finding small policies for robotic control - Read on arXiv↗ SA2-Net: Scale-aware Attention Network for Microscopic Image Segmentation - Read on arXiv↗

Hello, world! Every week I keep track of the most exciting news, resources, events, podcasts, and papers I find around AI, MLOps, and robotics. Sometimes I sprinkle in my opinions. Let me know what I missed this week in the comments!

You Can Support This Newsletter By:

?? Leaving a comment with anything you found interesting this week!

??? Joining the discussion in the?Robust & Responsible AI Slack !

? Giving the?open-source ML monitoring project , I work on a?GitHub star!

Connect with or follow me (Sage Elliott ) for more machine learning, MLOps, and robotics content. Have a great week! ??