- Big Data News Weekly
- Posts
- Ultimate MCP server for Multimodal AI š¤
Ultimate MCP server for Multimodal AI š¤
š¦¾Plus: šØ Qwenās powerful, new image editing model

Hey folks! Letās get into Big Data and AI crazinessā¦
In today's edition: What's Shaping the Future of Data?
šThe Big LLM Architecture Comparison
āļøGuide To A Successful Cloud Migration
āļøDatabricks Workflows vs Apache Airflow
āļøInside ClickHouse full-text search: fast, native, and columnar
āļø Grammarlyās new AI agents for writing
š® Game developers embracing AI at massive scale
š” AI Tutorial: How to add music to your videos with AI
š¤ AI Tools and Data Tools to checkout

It has been seven years since the original GPT architecture was developed. At first glance, looking back at GPT-2 (2019) and forward to DeepSeek-V3 and Llama 4 (2024-2025), one might be surprised at how structurally similar these models still are. However, I think that there is still a lot of value in examining the structural changes of the architectures themselves to see what LLM developers are up to in 2025.
Through Squarespaceās cutting-edge features that combine automation, design presets, creative guidance, and generative AI, Design Intelligence makes it easy to build a beautiful and impactful website. With just a few pieces of information, Blueprint AI generates an entire website customized based off your brandās goals, name, and personality. Itās AI speed, with Squarespaceās 20+ years of design expertise in website building.

Cloud computing has grown over the past few years and shows no signs of slowing down. It has offered businesses convenient workflow, better data management scalability, automation, and cost-efficiency.

In this studio, we're building a unified multimodal data storage and orchestration solution powered by Pixeltable. It enables incremental storage, transformation, indexing, and orchestration of your multimodal dataāproviding a single, seamless way to store and search across text, images, audio, and video.

What sparked this post comparing Apache Airflow and Databricks Workflows was something my Databricks Account Manager told my boss. Something to the effect of āYou should replace your Apache Airflow with Workflows, trust me, it will be great.ā

ClickHouse completely rebuilt its full-text search to be faster, leaner, and fully native to the columnar database design. This article explains the new design, which enables high-performance search without having to leave the database. The new native text index makes search in ClickHouse fast, precise, and fully integrated. It allows users to run complex searches with the same efficiency as analytical queries.
For quality online learning at a price ranked in the bottom third compared to our online competitors in 2025, think Liberty University. Liberty is a nonprofit institution that offers a world-class Christian education online so you can pursue your goals wherever you have internet. Discounts for service members and first responders can make learning at Liberty even more accessible. Experience online convenience with on-campus benefits when you enroll at Liberty University today!
šØāš» Data Tools, Libraries
This repository contains the React components for the Cloudscape Design System. Cloudscape is a design system for building web applications that offers interactive guidelines, frontend components, design resources, and development tools
DwarFS is a read-only file system with very high compression ratios for very redundant data.
kvass is a personal key-value store.
AI News:

Alibaba's Qwen team just dropped Qwen-Image-Edit, a 20B parameter open-source image editing model that tackles both pixel-perfect edits and style transformations while keeping the original characters and objects intact. Qwen-Image-Edit splits editing into two tracks: changes like rotating objects or style transfers, and edits to specific areas while keeping everything else intact.
Hereās how it works:
Take our questionnaire and get matched with a therapist.
Schedule a time to meet and communicate on your terms.
Reach out to your therapist anytime, from anywhere.

Grammarly just released eight new AI agents that act as intelligent writing collaborators, automatically assisting both students and professionals across tasks like citations, grading, proofreading, plagiarism detection, and more. Agents include Reader Reactions, which predicts confusion a reader may have, and AI Grader for giving feedback and grades based on rubrics/course info.

Google Cloud revealed new research that found over 90% of game developers are integrating AI into their workflows, with respondents saying the tech has helped reduce repetitive tasks, drive innovation, and enhance player experiences. A survey of 615 developers across five countries found teams using AI for everything from playtesting (47%) to code generation (44%).

Apple is expected to release its iPhone 17 lineup on September 9 along with updates for the Apple Watch and AirPods. There are many rumors circulating, including bigger screens and improved cameras for the iPhone 17 range and the introduction of an ultra-thin iPhone Air model.
Your boss will think youāre a genius
Optimizing for growth? Go-to-Millions is Ari Murrayās ecommerce newsletter packed with proven tactics, creative that converts, and real operator insightsāfrom product strategy to paid media. No mushy strategy. Just whatās working. Subscribe free for weekly ideas that drive revenue.

President Trump is reportedly in talks with tech giant Intel to take a 10% stake in the company (worth $10.5B), which, if the deal goes through, will make the US Government Intelās biggest shareholder. As part of the deal, the US Government is considering turning some (or all) of the grants Intel received from former President Bidenās CHIPS-Act (which totals $10.9B) into equity for the company.
The Aviron Victory makes it easier to stay consistent, even during busy, sun-filled days. With science-backed, gamified workouts and endless entertainment options, it fits your life and keeps you moving. Explore scenic routes, compete in games, or stream your favorite shows ā all from home. Avironās sale is on now plus you get an extra $50 off with code VICTORY50 at avironactive.com.
AI Tutorial
How to add music to your videos with AI

Go to ElevenLabs and sign up.
Select Studio > Video to Music.
Upload your video. ElevenLabs will automatically analyze it and generate a music prompt that describes the type of soundtrack to create.
Click āGenerateā to produce your first soundtrack version.
Edit the prompt (genre, mood, instruments) and hit āGenerateā for a new variation.
Listen to the different versions, choose the one that best fits your video, and save/download it.
Start learning AI in 2025
Keeping up with AI is hard ā we get it!
Thatās why over 1M professionals read Superhuman AI to stay ahead.
Get daily AI news, tools, and tutorials
Learn new AI skills you can use at work in 3 mins a day
Become 10X more productive
š„Top AI tools to increase productivity:
Rolemantic is an innovative platform that creates personalized AI companions
AutoRFP.ai - From automating routine operations to uncovering valuable insights,
Chatsistant.com- Your ultimate Large Language Model Framework. Streamline your AI workflows with multi-agent capabilities
SnapHeadshots-Create professional headshots from the comfort of your home
WriteGo.ai - Generate research papers, essays, and articles effortlessly.
AI Humanize is a tool that transforms AI-generated text into writing that closely resembles human text
Robopic by StackForward LLC transforms your digital photography experience
airapgenerators.com - Create unique AI Raps now, free to use.
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
š Alien Clergy

Recommended reading
SPONSOR US
Get your product in front of Big Data & AI enthusiasts
Our newsletter is read by thousands of tech professionals, investors, engineers, managers, and business owners around the world.
Interested in Sponsoring the Big Data News Weekly Newsletter?Get in touch today
What did you think of today's email?Your feedback helps me create better emails for you! |