🧩 Feature Engineering Techniques for Unstructured Text Data

🦾Plus: 🔞ChatGPT ‘adult mode’ coming in 2026

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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?

  • 🏆Top 20 Artificial Intelligence Platforms for 2026

  • 🧠Making Sense of Memory in AI Agents

  • 🐛Cursors’ Debug Mode: Agents with runtime logs

  • 🧪Google releases the FACTS Benchmark Suite

  • 🚀Cursor Launches an AI Coding Tool For Designers

  • 🗣️Google Translate now lets you hear real-time translations

  • 💡 AI Tutorial:How to turn any PDF into a whiteboard-style visual

  • 🤖 AI Tools and Data Tools to checkout

In this article, you will learn practical ways to convert raw text into numerical features that machine learning models can use, ranging from statistical counts to semantic and contextual embeddings.

Your competitors are already automating. Here's the data.

Retail and ecommerce teams using AI for customer service are resolving 40-60% more tickets without more staff, cutting cost-per-ticket by 30%+, and handling seasonal spikes 3x faster.

But here's what separates winners from everyone else: they started with the data, not the hype.

Gladly handles the predictable volume, FAQs, routing, returns, order status, while your team focuses on customers who need a human touch. The result? Better experiences. Lower costs. Real competitive advantage. Ready to see what's possible for your business?

In 2025 as new updates and improvements take over the field of AI, the ranking of these AI platforms will have to shift. We look at the 20 best artificial intelligence platforms for 2026, and why we think they deserve to be on the list.

I’ve been catching up on the topic of memory management for AI agents recently and was overwhelmed by the amount of new terminology and concepts. This blog post serves as my working study notes to collect all the information on memory for agents…

Cursor’s new Debug Mode starts with a simple setup: you describe a stubborn bug, the kind that eats weekends, and the agent reads your codebase with fresh eyes. Static guesses rarely catch issues that only appear when the code actually runs. This insight pushes Cursor to flip the model: instead of guessing, it gathers real evidence from your runtime.

Google teaming up with Kaggle to introduce the FACTS Benchmark Suite. It extends our previous work developing the FACTS Grounding Benchmark, with three additional factuality benchmarks. Large language models (LLMs) are increasingly becoming a primary source for information delivery across diverse use cases, so it’s important that their responses are factually accurate.

Q4 is the perfect window to turn this year’s numbers into a clear, actionable forecast aligned with your goals. Set your business up for a stronger 2026 with BELAY’s new guide.

👨‍💻 Data Tools, Libraries

Native CI/CD for Snowflake: The era of fragile data pipelines is over.

Snyk's New Ebook: Securing the MCP Servers Ecosystem, is your guide to protecting the “universal adapters” that connect AI assistants and IDEs to real systems.

Automatisch
The open source Zapier alternative. Build workflow automation without spending time and money.

precloud
An open source command line interface that runs checks on infrastructure as code to catch potential deployment issues before deploying. 

AI News:

President Trump’s new executive order creates a single federal framework for artificial intelligence by blocking most state-level AI regulations, a move supporters say will prevent a crippling patchwork of rules and keep the U.S. competitive, but critics argue is a sweeping federal power grab that removes essential guardrails against real harms like bias, privacy violations, and deepfakes.

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.

OpenAI’s launch of GPT-5.2 came with confirmation that a long-promised “adult mode” for ChatGPT will debut in early 2026, offering adults more expressive and personalized interactions, including erotica—an idea originally floated after user backlash over GPT-5’s toned-down personality.

The 300-person startup hopes bringing designers aboard will give it an edge in an increasingly competitive AI software market. The tool, Visual Editor, is essentially a vibe-coding product for designers, giving them access to the same fine-grained controls they’d expect from professional design software

The real-time headphone translations experience keeps each speaker’s tone, emphasis, and cadence intact, so it’s easier to follow the conversation and tell who’s saying what.

ElevenLabs is partnering with Meta to power expressive, scalable audio across Instagram, Horizon, and more - bringing natural and diverse audio to billions of users.

AI Tutorial

How to turn any PDF into a whiteboard-style visual

Source: skirano

  • Go to NanoBanana and sign up. Click on Tools > Create image 🍌 

  • Upload your PDF document and enter your prompt

Sample Prompt: “[upload PDF] Transform this PDF into a professor-style whiteboard image, include diagrams, arrows, boxes, and short captions that explain the core ideas visually. Use color highlights to make concepts easy to follow.”

  • Within seconds, NanoBanana will read your entire document, extract the key insights, and turn it into a clean, easy-to-understand whiteboard summary perfect for presentations, notes, or study materials.

Stop guessing. Start scaling.

See the top-performing Facebook ads in your niche and replicate them using AI. Gethookd shows you what’s actually working so you can increase ROI and scale ad spend with confidence.

🔥Top AI tools to increase productivity: 

  1. Alice - A native app that offers fast and reliable experience with models (OpenAI, Perplexity, Claude and more)

  2. Linktopia - Community link-building for bloggers, entrepreneurs and startup brands to grow  

  3. VerifactAI is an AI fact-checking tool that allows you to fact-check your articles within a minute.

  4. Undress AI Tool is a website that offers a deepnude application, allowing users to create modified images

  5. Screenloop is the ultimate Talent Operations Platform, seamlessly integrating a next-gen ATS

  6. Postlyy - All in one platform to create, schedule, and analyze content on X and LinkedIn

  7. Auto Streamer, your digital alchemist turning ideas into engaging learning experiences

  8. BeeDone is an innovative productivity app that marries AI technology with the art of gamification

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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