🧪 Synthetic Dataset Generation with Faker

🦾Plus: šŸ„‡ OpenAI’s gold-level math performance

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

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

  • āœ…Overcoming Data Project Failures with Agile Offshore Teams

  • šŸ’»Rethinking CLI interfaces for AI

  • 🧠Write AI Agents in Python Once, Use in Any Language

  • šŸ”“Opensource alternative to xAI’s waifu

  • šŸ„‡ OpenAI’s gold-level math performance

  • āš™ļø ARC’s new interactive AGI test

  • šŸ¼ Musk announces ā€œBaby Grokā€ for kids

  • šŸ’” AI Tutorial:How to build interactive tools and apps without code

  • šŸ¤– AI Tools and Data Tools to checkout

This article introduces the Faker library for generating synthetic datasets. Through a gentle hands-on tutorial, we will explore how to generate single records or data instances, full datasets in one go, and export them into different formats. The code walkthrough adopts a twofold perspective:

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. 

Companies are achieving faster iterations, cleaner code, and tighter stakeholder alignment by working with offshore agile teams. This article makes the mystical explanations of why the antiquated approaches won’t suffice and how agile offshore models are transforming data success.

Every command-line interface (CLI) can be improved to provide extra context to large language models (LLMs). Doing this reduces tool calls and optimizes context windows. Agents may benefit from training on tools available within their agents. Developers may benefit from a whole set of AI-enhanced CLI tools or a custom LLM shell.

Your team's brilliant Python AI agent works perfectly, but your frontend developers need it in JavaScript, your systems team wants Rust access, and your mobile team requires Go integration. RunAgent solves this by turning any Python AI agent into native function calls across programming languages. Write your agent once in Python using any framework, deploy with a single command, and access it naturally from JavaScript, Rust, Go, or anywhere else through comprehensive SDKs.

Project AIRI is an opensource alternative to xAI’s waifu Ani, giving you complete ownership of your AI companion. This opensource framework lets you run AI VTubers locally in your browser, complete with Live2D avatars, and the ability to actually play Minecraft and Factorio alongside you. AIRI runs entirely on your hardware with support for 20+ LLM providers, persistent memory systems, and real-time voice synthesis via ElevenLabs.

Big companies charge THOUSANDS for hearing aids—but guess what? You don’t have to pay that much! Oricle Hearing gives you crystal-clear sound, wireless charging, and all-day battery life for under $100! No doctor visits, no crazy prices—just amazing hearing at an unbeatable deal. Over 150,000 happy customers are already loving their new way of hearing. Don’t let overpriced hearing aids hold you back—order yours today!

šŸ‘Øā€šŸ’» Data Tools, Libraries

Venator (GitHub Repo)

Venator is a flexible threat detection system that simplifies rule management and deployment. It is optimized for Kubernetes deployment but can run standalone or with other job schedulers.

Zero (GitHub Repo)

Zero is a set of types and functions that enables JSX to be transpiled into DOM nodes.

šŸ‰ rust-gpu (GitHub Repo)

rust-gpu is a project still in an early stage that aims to make Rust a first-class language and ecosystem for GPU shaders.

AI News:

Taiwan Semiconductor Manufacturing Co.’s market value closed above $1 trillion for the first time in Taipei last week, with a raised sales forecast driven by robust artificial intelligence demand. The main supplier of chips to Apple Inc. and Nvidia Corp. saw its Taiwanese shares climb to a record high on Friday, a near 50% rise from an April low.

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 — all from home. Aviron’s July 4 sale is on now plus you get an extra $50 off with code VICTORY50 at avironactive.com.

ARC Prize has released a preview of ARC-AGI-3, a new interactive reasoning benchmark to test AI agents’ ability to generalize in unseen environments — with early results showing frontier AI still fails to match or even beat humans.

OpenAI just claimed gold-level performance in an evaluation modeled after the 2025 International Math Olympiad, testing its ā€œexperimental general reasoning LLMā€ on the same problem statements used in the human competition. The LLM was tested under the same rules as humans, writing natural language proofs to problems across two 4.5-hour exams, without tools/internet.

Netflix has revealed that it’s started using AI to make the films and TV shows it produces, and has announced that the first AI footage that will be shown will be in an Argentinian show called ā€œEl Eternauta.ā€

Run ads IRL with AdQuick

With AdQuick, you can now easily plan, deploy and measure campaigns just as easily as digital ads, making them a no-brainer to add to your team’s toolbox.

You can learn more at www.AdQuick.com

Following the release of Grok 4, Elon Musk’s controversial chatbot, which was criticized for its anti-Semitic and other inappropriate responses, his AI start-up, xAI has announced its next model: ā€œBaby Grok.ā€

Mood’s new rapid onset THC gummies deliver gentle body relaxation with a strong but balanced, clear-headed euphoria — all in as little as five minutes.

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

AI Tutorial

How to build interactive tools and apps without code

  • Go to Super Grok and sign up.

  • Enter your prompt describing your idea in detail.

Sample Prompt: ā€œYou're a senior software architect skilled in no-code/low-code platforms and web tech.

Task: Build an MVP tool based on this idea: [Insert your tool idea]

Deliverables:

  • What it does: Simple explanation of the tool and who it’s for.

  • Build plan: Step-by-step using a no-code/low-code platform.

  • Code (if needed): HTML/CSS/JS for key parts.

  • Design tips: Make it simple, clear, and user-friendly.

  • How to share: Steps to publish/embed the tool.

Imagine you are shipping an MVP for a startup demo.ā€

  • Wait for a few minutes and Grok scaffolds the UI, logic, and deployment steps , no coding required.

Whether you’re looking to change careers or just learn something new, Codecademy can help. With over 600 interactive courses, plus portfolio projects and industry certification prep, you'll get hands-on experience using in-demand tech skills. Big Data News Weekly readers can use code SKILLUP15 to save 15% on a year of Codecademy Pro.

šŸ”„Top AI tools to increase productivity: 

  1. MyLooks.AI, your personal beauty and style coach powered by the advanced capabilities of GPT-4.

  2. Find AI- AI-powered research engine for companies and people

  3. aHelp AI Essay Writer is an easy-to-use learning platform that uses AI technology to simplify complex tasks

  4. WorkHQ – your strategic partner for redefining talent acquisition.

  5. aimusic.one is ALL In One AI Music Generator and lyrics Generator Platform, make unique MP3 songs, free to use

  6. BestChat, an AI-powered solution, emerges as a revolutionary tool in the customer support category.

  7. Notta is an AI-based voice-to-text transcription service that supports 104 languages, providing high accuracy

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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šŸ‘€ Sinister Sorcerers

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