🤖185 real-world gen AI use cases

🦾Plus: AI Tools for Data Scientists

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Hey folks! Let’s get into Big Data and AI craziness…

In today's edition: What's Shaping the Future of Data?

  • 🔗RAG With Claude Sonnet 3.5 and Pgvector

  • 🚀Kubernetes Autoscaler Karpenter Reaches 1.0 Milestone

  • 🎨Deploy a multi-modal LLM with Pixtral 

  • 🤝 Jony Ive and OpenAI collaboration confirmed

  • 🤖Pudu Robotics introduced the Pudu D7 Semi-Humanoid Robot

  • 🤑 Google’s $120M global AI education fund

  • 💡 AI Tutorial: AI video-to-video generation with Runway

  • 🤖 AI Tools and Data Tools to checkout

AI prompt engineering positions command lucrative salaries, ranging from $175,000 to over $300,000 annually, making it an appealing career choice. However, excelling as an AI prompt engineer demands more than just adeptly asking questions.

Since generative AI first captured the world’s attention, there’s been a vigorous discussion about what, exactly, the new technology is best used for. While we all enjoyed those early funny chats and witty limericks, we’ve quickly discovered that many of the biggest AI opportunities are clearly in the enterprise, government, and with exciting new companies.

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More than 300 million people use AI, but less than 0.03% use it to build investing strategies. And you are probably one of them.

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In this article, we’ll discuss Claude’s new top-tier model, its strengths and usefulness, and compare it to other models in the Claude family. We will also use Sonnet 3.5 and pgvector to build a retrieval-augmented generation (RAG) application.

Amazon Web Services (AWS) has released version 1.0 of Karpenter, an open-source Kubernetes cluster auto-scaling tool. This release marks Karpenter's graduation from beta status and introduces stable APIs and several new features

This studio deploys a multi-modal LLM that can process by images and text with Pixtral.  For example, by asking what cocktail I can make with these ingredients.

Meet Innodata — offering high-quality solutions for developing and implementing industry-leading generative AI, including: 

  • Diverse Golden Datasets

  • Supervised Fine-Tuning Data

  • Human Preference Optimization (e.g. RLHF)

  • RAG Development

  • Model Safety, Evaluation, & Red Teaming

  • Data Collection, Creation, & Annotation

  • Prompt Engineering 

With 5,000+ in-house SMEs and expansion and localization supported across 85+ languages, Innodata drives AI initiatives for enterprises globally.

👨‍💻 Data Tools, Libraries

Keycloak
Open Source Identity and Access Management For Modern Applications and Services.

Gyroflow
Advanced gyro-based video stabilization tool for cinematography, drone videography and much more! Bring your cinematic footage to the next level. 

zap
Blazingly fast backends in zig.

GlareDB
GlareDB is a fast SQL database for querying and analyzing distributed data.

AI News:

OpenAI CEO Sam Altman just suggested that superintelligent AI could emerge in just a few thousand days, marking a potentially transformative moment in human history that could usher in an era of unprecedented prosperity and capability.

Pudu Robotics, a global leader in service robotics, has unveiled its latest innovation, the PUDU D7, the company's first general embodied intelligent semi-humanoid robot. This robot represents a significant advancement in the company's mission to develop cutting-edge solutions that address persistent operational challenges faced by businesses worldwide.

It aims to significantly improve the performance of RAG (Retrieval-Augmented Generation) systems used with Claude 3. It's a method that embeds additional context into document chunks, which enhances the precision of retrieved data. 

How does it improve on traditional RAG?

It uses an AI to add 50-100 tokens of context to each chunk, preserving meaning and improving accuracy.

Apple's former chief design officer, Jony Ive, is collaborating with OpenAI CEO Sam Altman on developing AI hardware. The project, which aims to create an AI "computing experience" less socially disruptive than the iPhone, was confirmed by Ive in an interview with The New York Times.

At the UN Summit of the Future, Google CEO Sundar Pichai called AI “the most transformative technology yet” and announced a $120 million Global AI Opportunity Fund to support AI education and training worldwide. He highlighted AI’s potential to improve access to information, accelerate scientific discovery, track climate disasters, and drive economic progress.

AI Tutorial

🎥 AI video-to-video generation with Runway

Runway now offers video-to-video, a new feature that allows you to simply upload a real-life reference video and generate a completely different AI video based on it.

Step-by-step:

  1. Sign up on Runway’s website and locate the “video-to-video” tool

  2. Choose the most advanced model (Gen-3 Alpha) and upload your reference video

  3. Write a detailed prompt describing how you want your video transformed

  4. Generate your AI video and refine by adjusting your prompt if needed

🔥Top AI tools to increase productivity: 

  1. Looksmax AI analyzes your physical appearance, and shares AI-generated self-improvement tips

  2. PhotoPacks.AI is a platform that enables generating high-quality professional headshots

  3. Growth Makers is a team of AI agents that finds growth hacking strategies for your business.

  4. ContentPieAI, say goodbye to the hassle of juggling multiple tools and spending hours on end crafting content

  5. Glowup AI, your personalized AI beauty companion.

View our database of all the best AI tools for your needs: aitoolsup.com

Have cool resources to share? Submit AI tool

A.I. Generated Image of the Day

👀 Beauty and Beholder (source)

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