AI, MLOps, and Robotics #48
This Week in AI, MLOps, and Robotics: How Google is revolutionizing robot training, Chief Justice concerns about AI in court, how robots are tackling construction challenges, and delve into the world of efficient text-to-image generation with aMUSEd. Plus, get insights on navigating LLM threats, TinyLlama, and more.
??? Join my next live event on LLMOps:
I'm doing a fireside chat with Yujian Tang at Zilliz to talk about the essential role of vector databases in LLMOps. RSVP to attend live and get the recording. ??
?? AI News & Stories:
? Google outlines new methods for training robots with video and large language models - Read on TechCrunch ↗
? Microsoft announces AI key on Windows 11 PCs - Read on BBC ↗
? CMR Surgical reports record robot installations in 2023, plans 2024 product launches - Read on Robot Report ↗
? Get Ready for a ‘Tsunami’ of AI at CES - Read on Wired ↗
? Chief Justice Roberts casts a wary eye on artificial intelligence in the courts - Read NPR ↗
? Robots are solving construction’s challenges, including a workforce shortage - Read on Fortune ↗
? Voltage Glitching Puts Tesla's "Autopilot" Secrets on Display, Claim Researchers - Read on Hackster ↗
?? ML Developer Tools & Resources:
? Welcome aMUSEd: Efficient Text-to-Image Generation - Read on Hugging Face ↗
? Integrating ADAS with Keypoint Feature Pyramid Network for 3D LiDAR Object Detection - Read on LearnOpenCV ↗
? By Jove, It’s No Myth: NVIDIA Triton Speeds Inference on Oracle Cloud - Read on NIVIDA ↗
? Accelerating Generative AI Part III: Diffusion, Fast - Read on PyTorch ↗
? How LLMs Are Transforming Computer Vision - Read on Union AI ↗
? LoRA training scripts of the world, unite! - Read on Hugging Face ↗
? Building An Intelligent Query-Response System with LlamaIndex and OpenLLM - Read on BentoML ↗
? OpenAI RAG vs. Your Customized RAG: Which One Is Better? - Read on Zilliz ↗
??? Upcoming AI Events (Ordered by date):
? AI Book Club: Designing Machine Learning Systems Kick-off | Jan 9th - RSVP on Meetup ↗
? Navigating LLM Threats: Detecting Prompt Injections and Jailbreaks | Jan 9th - RSVP on Eventbrite ↗
? The Essential Role of Vector Databases in LLMOps | Yujian Tang at Zilliz
| Jan 10th - Register on Eventbrite ↗
? Vector Database 101: A Crash Course | Jan 11th - Register on Zilliz ↗
? Delivering Impactful Generative AI Projects | Jan 10th - RSVP on DataScienceDojo ↗
领英推荐
? Intro to Machine Learning with Python | Jan 11th - RSVP on Meetup ↗
? AI Book Club: Designing Machine Learning Systems week 2 | Jan 16th - RSVP on Meetup ↗
? LLMs and Unstructured Data Tech Talks [Seattle] | Jan 16th - RSVP on Meetup ↗
? Hacking Content Creation with AI | Jan 17th - RSVP on Data Science Dojo ↗
? Monitoring LLMs in Production using LangChain and WhyLabs | Jan 23rd - RSVP on Eventbrite ↗
? DSS Seattle: Applying AI & ML to Retail & Ecommerce | Jan 24th - Register on Data Science Salon ↗
? Deploying Trustworthy Generative AI | Jan 24th - RSVP on Data Science Dojo ↗
? MLOps and Hops ?? [In-Person Happy hour] @ Stoup/Optimism | Jan 25th - RSVP on Meetup ↗
? AI, Machine Learning & Data Science Meetup | Jan 25th - RSVP on Voxel51 ↗
? Seattle PySpark Welcome 2024! - in-person Meetup party | Jan31st - RSVP on Meetup ↗
? Data Ingestion From APIs to Warehouses with Adrian Brudaru | Feb 5th - RSVP on Luma ↗
??? AI Podcasts & Interviews:
? AI Trends 2024: Computer Vision with Naila Murray - Listen on TWiML ↗
? 2024 Data Science Trend Predictions - Listen on SuperDataScience ↗
? Can AI level the playing field? Podcast with Nancy Wang of Advancing Women in Tech - Listen on GeekWire ↗
?? Recent ML Research Papers
? LLaMA Pro: Progressive LLaMA with Block Expansion - Read on arXiv ↗
? Machine Learning in Robotic Ultrasound Imaging: Challenges and Perspectives - Read on arXiv ↗
? Direction of Arrival Estimation Using Microphone Array Processing for Moving Humanoid Robots - Read on arXiv ↗
? Evaluating Language-Model Agents on Realistic Autonomous Tasks - Read on arXiv ↗
? TinyLlama: An Open-Source Small Language Model - Read on arXiv ↗
? Vietnamese Poem Generation & The Prospect Of Cross-Language Poem-To-Poem Translation - 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 in the comments what I missed this week!
You Can Support This Newsletter By:
?? Leaving a comment with anything you found interesting this week!
? Give Flyte, the open-source MLOps 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! ??
??? Engineer & Manufacturer ?? | Internet Bonding routers to Video Servers | Network equipment production | ISP Independent IP address provider | Customized Packet level Encryption & Security ?? | On-premises Cloud ?
9 个月Sage Elliott It's fascinating to see the diverse range of developments happening across AI, MLOps, and robotics. From Google's innovative approach to robot training to the Chief Justice's concerns about AI in courtrooms, each story highlights the evolving intersection between technology and society. The advancements in construction robotics and text-to-image generation further showcase the transformative potential of AI in various industries. How do you think these advancements will shape the future landscape of AI, MLOps, and robotics?
Love staying on top of the latest AI trends – can't wait to check it out! ????