📊 Data Fabric Trends and Developments

🤖 META is planning AGI

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In today's edition:

  • 🧠 AI Unveiled: Beyond Generative AI Misconceptions

  • How To Optimize ML Development MLflow

  • REST API Vs. GraphQL

  • Measuring Developer Productivity: Real-World Examples

  • 📈 Microsoft hits $3 trillion market cap thanks to AI

  • 🎥 Google’s insane Lumiere video generation AI

  • 💣️ META is planning AGI

  • ⬇️ Microsoft’s new “GenAI” team

  • 🤖AI Tools and news

  • 🖼️ A.I. Generated Image of the Day

AI brews beer and your big ideas

What’s your biggest business challenge? Don’t worry about wording it perfectly or describing it just right. Brain dump your description into AE Studio’s new tool and AI will help you solve that work puzzle.

Describe your challenge in three quick questions. Then AI churns out solutions customized to you.

AE Studio exists to solve business problems. They build great products and create custom software, AI and BCI solutions. And they once brewed beer by training AI to instruct a brewmeister and then to market the result. The beer sold out – true story.

Beyond beer, AE Studio’s data scientists, designers and developers have done even more impressive things working 1:1 with founders and executives. They’re a great match for leaders wanting to incorporate AI and just generally deliver outstanding products built with the latest tools and tech.

If you’re done guessing how to solve work problems or have a crazy idea in your back pocket to test out, ask AI Ideas by AE Studio for free solutions, right now.

This blog highlights the significance of data-centralized architecture, its functionalities, and the transformative impact it can have on organizational data management strategies. Let’s dive in!

Highlighting the distinctions and applications of Generative AI versus Traditional AI. 

Key Takeaways:

  • Generative AI and Traditional AI occupy unique niches within the AI landscape.

  • Traditional AI's scope includes NLP, robotics, and data analysis.

  • Generative AI's forte lies in creative content and customized media.

  • The future of AI with AGI and ASI offers groundbreaking prospects in various domains.

The guide that every data scientist must read to manage ML experiments like a pro. Most data scientists and machine learning engineers develop entire models in Jupyter notebooks without having any well-defined and automated reproducibility and performance tracking protocols.

DBaaS is a cloud computing model that gives database management functionalities as a provider. Instead of dealing with the complexities of database infrastructure, corporations can leverage DBaaS to get right of entry to databases on a pay-as-you-go foundation, removing the need for substantial hardware investments and ongoing upkeep.

When it comes to API design, REST and GraphQL each have their own strengths and weaknesses. GraphQL is a good fit for complex or frequently changing frontend needs, while REST suits applications where simple and consistent contracts are preferred.

A deep dive into developer productivity metrics used by Google, LinkedIn, Peloton, Amplitude, Intercom, Notion, Postman, and 10 other tech companies.

🤖 AI News:

Mark Zuckerberg is intensifying efforts to develop AGI, a form of AI with human-level capabilities. He is merging two of Meta's AI projects, FAIR and GenAI, to work towards creating 'general intelligence.' 

Google researchers just revealed Lumiere, a new AI model for video generation that achieves unprecedented realism and creative control — while maintaining consistency by generating the full video at the same time.

Microsoft is creating a new AI team, GenAI, to develop artificial intelligence that's smaller and uses less computing power than OpenAI's models. This team, formed by moving top AI developers from Microsoft's research group, aims to reduce costs by building small language models (SLMs) that work like OpenAI's GPT-4 but require less power.

Microsoft has become the second company in the world (Apple was the first) to achieve a market capitalization of $3 trillion, with shares rising by 1.1%, reaching $403.28. Demand for its cloud computing, gaming, and software products, strategic acquisitions, and a commitment to AI have contributed to this valuation.

Dubbing Studio now lets you take localization further with hands-on control over transcript, translation, timing, and more.

🤖 AI Ethics: 

In a world increasingly intertwined with artificial intelligence (AI), it’s fascinating to ponder a future where AI could experience emotions akin to human beings.

 🔥Top AI tools to increase productivity: 

  1. SiteSpeakAI helps you to automate your customer support using AI

  2. FireHire, deliver senior vetted devs to your startup, saving you time and the hassle of finding the right candidate for the job

  3. Recast Studio automatically turns your podcast episode into short video clips & writes show notes, blog posts

  4. Notta is an AI-based voice-to-text transcription service that supports 104 languages

  5. Keep It Shot to rename and organize your screenshots

  6. Project Hermes uses AI to simplify your finances

  7. Ideamap for AI-powered brainstorming

  8. OpenToDo - A simple to-do list that works off of AI.

  9. Brainner - Analyze hundreds of resumes in minutes.

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

Have cool resources to share? Submit a tool or reach us by replying to this email. 

 

👨‍💻 Data Tools, Libraries

AI Gateway
A Blazing Fast AI Gateway. Route to 100+ LLMs with 1 fast & friendly API.

spin
Replicate your production environment locally using Docker. Just run "spin up". It's really that easy.

Triplit
A full-stack, syncing database that runs on both server and client. Pluggable storage (indexeddb, sqlite, durable objects), syncs over websockets, and works with your favorite framework (React, Solid, Vue, Svelte). 

remoteStorage
remoteStorage is a simple library that combines the localStorage API with a remote server to persist data across browsers and devices. 

Plotteus
Plotteus is a JavaScript data visualization library designed to help you tell better stories.

A.I. Generated Image of the Day

Mona Lisa” by Leonardo da Vinci and "Napoleon Crossing the Alps" by Jacques-Louis David (source)

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