🧮 Linear Algebra Trick to Compute Fibonacci Fast

🦾Plus: Humans Merging with AI by 2045?

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

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

  • šŸ”Principal Component Analysis (PCA) in Python

  • šŸ¤–How to capitalize on the AI revolution

  • šŸš€Replit released Dynamic Intelligence agent

  • šŸ¤– Together AI open-sourced DeepSWE, a coding agent

  • šŸ¤–German DeepSeek Runs 3x Quicker

  • šŸŽ„ Google rolls out its new Veo 3 model globally

  • šŸ’” AI Tutorial:Visualize how an outfit would look on you with AI

  • šŸ¤– AI Tools and Data Tools to checkout

The conventional (memoization based, or iterative) method of computing Fibonacci numbers that we learn in our programming courses is linear in time. This is a linear time algorithm because to compute the nth Fibonacci number, we need to compute all the previous n - 1 numbers in the sequence. This leads us to the typical question asked — can we do better?

Through Squarespace’s 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 brand’s goals, name, and personality. It’s AI speed, with Squarespace’s 20+ years of design expertise in website building. 

ChatGPT is already being utilized by a whole host of commercial entities. Given the platform’s ability to instantly re-position the way, an original text is presented, subsequently improving the quality of the narrative and increasing the likelihood that it finds the right audience.

Replit released Dynamic Intelligence, new features for its agentic coding tool that enhance context awareness, reasoning, and autonomous behavior. With this advancement, the Agent gains enhanced context awareness, iterative reasoning, and autonomous, goal-driven behavior—enabling it to adapt in real time, navigate complex tasks, and deliver complete solutions with minimal guidance.

Together AI open-sourced DeepSWE, a coding agent that achieves SOTA results for open-weight agents on SWE-Bench-Verified for software tasks.

Principal component analysis (PCA) is one of the most popular techniques for reducing the dimensionality of high-dimensional data. This is an important data transformation process in various real-world scenarios and industries like image processing, finance, genetics, and machine learning applications where data contains many features that need to be analyzed more efficiently.

Discover the best days to consider trading top stocks like Apple, LULU, and Walmart. These hotsheets are based on 10 years of historical data, giving you a clear edge. No confusing charts—just actionable trade opportunities.

šŸ‘Øā€šŸ’» Data Tools, Libraries

AdonisJS
AdonisJs is a fullstack Web framework with focus on ergonomics and speed . It takes care of much of the Web development hassles, offering you a clean and stable API to build Web apps and micro services.

Vanna
Chat with your SQL database. Accurate Text-to-SQL Generation via LLMs using RAG.

Vocs
Minimal Documentation Framework, powered by React + Vite.

pgroll
Zero-downtime, reversible, schema migrations for Postgres.

AI News:

Futurist Ray Kurzweil thinks that tiny brain-invading robots will blend human minds with AI, increasing intelligence to mind-blowing new levels. Crazy, right?

Meet the #1 gamified treadmill that makes working out something you’ll actually look forward to. The Victory Treadmill combines immersive gameplay with industry-leading hardware to make every workout feel fun, fresh, and effective. Explore scenic trails, take on epic quests, or challenge friends in multiplayer games – all while staying consistent and seeing real results. With Aviron, hitting your goals feels less like work and more like play.

Genspark has launched AI Docs, completing its trio of agentic tools alongside AI Slides and Sheets. It automatically generates rich, markdown-ready documents from simple prompts, handling structure, formatting, and flow with no templates or manual input.

Soham Parekh, the software engineer making headlines for secretly working for multiple startups simultaneously, has found a new full-time job opportunity. Following backlash over moonlighting, the techie secured a new opportunity with Darwin Studios, based in San Francisco.

Learn AI in 5 minutes a day

What’s the secret to staying ahead of the curve in the world of AI? Information. Luckily, you can join 1,000,000+ early adopters reading The Rundown AI — the free newsletter that makes you smarter on AI with just a 5-minute read per day.

The mind-blowing Google Veo 3 is now available worldwide. So, if you haven’t tried it out yet, now’s the time. Sure, there’s a daily limit, but still, it’s instant creative magic right at your fingertips.

TNG Technology Consulting has released DeepSeek-TNG R1T2 Chimera, an accelerated version of DeepSeek’s R1-0528 model. It maintains most of the original’s reasoning ability while operating at more than double the speed, just a month after the original launched.

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AI Tutorial

Visualize how an outfit would look on you with AI

Google recently released a new experimental app that can create AI-generated clips of you wearing outfits you find online—not just static images—giving you an even better sense of how an outfit might feel.

*Note: The tool is only available in the U.S. for now.

  1. Download the Doppl app on Android or iOS.

  2. Upload a full-body photo of yourself.

  3. Upload photos or screenshots of any outfit you like, whether it's from a friend, a local thrift shop, or something you saw on social media.

  4. Once you select an outfit to visualize, Doppl will create an image of a virtual version of you wearing it.

  5. You can then turn this static image into an AI-generated video by tapping the animation button. It will generate a random animation of you striking a different pose, doing a spin, or similar movements.

  6. You can also save or share your best looks with friends or followers.

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Plus, Mood gummies are USA-grown and tested by third-party labs to ensure they meet federal legal and health standards.

šŸ”„Top AI tools to increase productivity: 

  1. YouBrief is a free AI tool designed to help users quickly extract summaries from YouTube videos

  2. VocalReplica is an AI-powered web-based tool that allows users to effortlessly isolate vocals

  3. HomeStage lets you upload a picture and our AI will add furniture within seconds.

  4. ChatMaxima is a Conversational Marketing SaaS platform that revolutionizes the way businesses connect with customers

  5. Wemate - Explore, craft, and communicate with the virtual companions of your dreams through Wemate.

  6. Forewrite - Craft and enhance various content forms, including images, code, and speech-to-text

  7. DOMYSHOOT revolutionizes product photography with cutting-edge AI technology.

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

Have cool resources to share? Submit AI tool

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