AI, MLOps, and Robotics #25

This Week in AI, MLOps, and Robotics: Meta's CM3leon efficient generative model for text and images, Elon Musk reveals xAI, more generative AI regulation, AI meets medical robotics, Orchestrate and Track Your LangChain Experiments, Multilingual CLIP,?and much more!

Note: I'm thinking of starting a machine learning book club again! What books would you put on the reading list? Let me know if the comments.

My Next Event (July 19th):

Intro to LLM Monitoring in Production with LangKit

Register on Eventbrite ↗

?? News & Stories:

• Elon Musk reveals xAI efforts, predicts full AGI by 2029 - Read on VentureBeat ↗
• The EU Urges the US to Join the Fight to Regulate AI - Read on WIRED ↗
• The Black Mirror plot about AI that worries actors - Read on BBC News ↗
• U.S. companies are on a hiring spree for A.I. jobs - Read on CNBC ↗
• China takes major step in regulating generative AI services like ChatGPT - Read on CNN ↗
• Artificial intelligence meets medical robotics - Read in Science ↗
• AI-Fueled Productivity: Generative AI Opens New Era of Efficiency Across Industries - Read on NVIDIA ↗

?? Developer Tools & Resources:

• Introducing CM3leon, a more efficient, state-of-the-art generative model for text and images - Read on Meta AI ↗
• Monitoring LLM Performance with LangChain and LangKit - Read on WhyLabs ↗
• Improving fairness and robustness in speech recognition - Read on Meta AI ↗
• Enhancing Medical Multi-Label Image Classification Using PyTorch & Lightning -Read on LearnOpenCV ↗
• Fine-tuning Stable Diffusion Models on Intel CPUs - Read on Hugging Face ↗
• An open-source gymnasium for machine learning assisted computer architecture design - Read on Google AI ↗
• How to Accelerate PyTorch Geometric on Intel CPUs - Read on PyTorch ↗
• Multilingual CLIP with HuggingFace + PyTorch Lightning - Read on MLOps community ↗
• Orchestrate and Track Your LangChain Experiments with Flyte - Read on the Flyte blog ↗
• Symbol tuning improves in-context learning in language models - Read on Google AI ↗

??? Upcoming Events (Ordered by date):

June - July is often a slower time for events; please add any you know to comment on this Newsletter!

• Intro to LLM Monitoring in Production | Online, July 19, 10am PT -?Register on Eventbrite ↗
• LLMs in Production: Lessons Learned |?Online, July 27, 10am PT -?Register on Eventbrite ↗
• MLOps Happy Hour?| Seattle, July 27, 5:30pm -?Register on Meetup ↗
• Intro to ML Monitoring: Data Drift, Bias and Explainability |?Online, Aug 2, 10am PT -?Register on Eventbrite ↗
• Combining the Power of LLMs with Computer Vision | Online, Aug 9, 10am PT -?Register on Eventbrite ↗
• PyTorch Conference 2023:?San Francisco October 16-17 -?Learn more on the PyTorch blog ↗

??? AI Podcasts & Interviews:

• MosaicML's Naveen Rao on Making Custom LLMs More Accessible | NVIDIA AI podcast - Listen on Soundcloud ↗
• A developer's toolkit for SOTA AI | Practical AI Podcast - Listen on Changelog ↗
• Privacy vs Fairness in Computer Vision with Alice Xiang - Listen on TWiML ↗
• Brain-Computer Interfaces and Neural Decoding, with Prof. Bob Knight - Listen on SuperDataSicence ↗

?? Recent ML Research Papers:

• BittyBuzz: A Swarm Robotics Runtime for Tiny Systems - Read on arXiv ↗
• HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models - Read on arXiv ↗
• Self-regulating Prompts: Foundational Model Adaptation without Forgetting - Read on arXiv ↗
• mBLIP: Efficient Bootstrapping of Multilingual Vision-LLMs - Read on arXiv ↗
• Large Language Models for Supply Chain Optimization - Read on arXiv ↗

Hello, world! Every week I keep track of the most interesting 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! ??