🧠Build a reasoning LLM from scratch using GRPO

🦾Plus: ā˜€ļø Musk's xAI builds solar farm for AI data center

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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?

  • 🧩25 Best AI Agent Platforms to Use in 2025

  • šŸ’»Why (Senior) Engineers Struggle to Build AI Agents

  • šŸ”¤Tencent unveils HunyuanOCR, a lightweight end-to-end OCR model

  • āœļøAndrew Ng introduces tool that accelerates paper revisions

  • 😳 MIT Found AI Can Already Replace 11.7% of U.S. Workforce

  • šŸ“ˆ Apple Set to Become World's Top Phone Maker

  • šŸ’” AI Tutorial:How to get your brand recommended in ChatGPT

  • šŸ¤– AI Tools and Data Tools to checkout

In this studio, we are fine-tuning Alibaba's Qwen 3 with advanced GRPO methods. It is the most recent generation of Qwen LLMs, with dense and mixture-of-experts (MoE) models. This studio will teach you how to use the proximity-based reward function (closer answers are rewarded) as well as the Hugging Face Open-R1 math dataset. This studio describes the entire process of fine-tuning with GRPO 100% locally with Unsloth.

The AI Insights Every Decision Maker Needs

You control budgets, manage pipelines, and make decisions, but you still have trouble keeping up with everything going on in AI. If that sounds like you, don’t worry, you’re not alone – and The Deep View is here to help.

This free, 5-minute-long daily newsletter covers everything you need to know about AI. The biggest developments, the most pressing issues, and how companies from Google and Meta to the hottest startups are using it to reshape their businesses… it’s all broken down for you each and every morning into easy-to-digest snippets.

If you want to up your AI knowledge and stay on the forefront of the industry, you can subscribe to The Deep View right here (it’s free!). 

AI agent platforms and AI agent builders are transforming how businesses automate workflows, enhance productivity, and develop intelligent assistants. In 2025, several AI-powered tools stand out for their advanced capabilities, ease of use, and integration support.

Transitioning from deterministic systems to probabilistic agents requires trading certainty for semantic flexibility. People trained on strict interfaces will find this uncomfortable. However, forcing an agent into a deterministic box defeats the purpose of using one. Instead of coding away ambiguity, start engineering systems that are resilient enough to handle it.

HunyuanOCR stands as a leading end-to-end OCR expert VLM powered by Hunyuan's native multimodal architecture. With a remarkably lightweight 1B parameter design, it has achieved multiple state-of-the-art benchmarks across the industry. The model demonstrates mastery in complex multilingual document parsing while excelling in practical applications including text spotting, open-field information extraction, video subtitle extraction, and photo translation.

Andrew Ng just introduced an agentic paper reviewer that reads your research, searches arXiv, and returns grounded comments in minutes. It started as a weekend idea, sparked by a student who spent three years trapped in six-month review loops. Now it aims to cut that wait to near-zero.

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.

šŸ‘Øā€šŸ’» Data Tools, Libraries

Coresignal’s Free Webinar: How to Evaluate External Data Quality with Confidence. Join Coresignal’s free, vendor-neutral webinar on December 2, where Data Analyst Egidijus Griska will share practical tools and metrics you need to be confident when assessing B2B data.

OTF
An open source alternative to terraform enterprise.

kysely
A type-safe typescript SQL query builder.

GraphGPT
Extrapolating knowledge graphs from unstructured text using GPT-3.

AI News:

Elon Musk’s AI company, xAI, has proposed an 88-acre solar farm next to its Colossus data center in Memphis, one of the world’s largest AI training facilities. The project would generate about 30 megawatts (MW) of power, roughly 10% of the site’s estimated energy demand.

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You can learn more at www.AdQuick.com

Speaking of wondering if robots are coming for jobs… well, maybe. Massachusetts Institute of Technology released a study today that found AI can already replace 11.7% of the U.S. labor market, or as much as $1.2 trillion in wages across finance, healthcare, and professional services.

The iPhone 17 models have been a hit in both the US and China. Apple has seen double-digit year-over-year sales growth in both markets. The cooling of US-China trade tensions and a depreciating dollar have boosted purchases in emerging markets. The growth will propel Apple past longtime rival Samsung this year.

Google's protein prediction system AlphaFold has enabled researchers across the Asia-Pacific region to make significant advances in disease research and biological discovery since its launch five years ago. Recent breakthroughs include Malaysian researchers using AlphaFold to accelerate drug development against melioidosis, a bacterial disease that kills nearly 90,000 annually.

Former OpenAI researcher Andrej Karpathy just urged educators to abandon efforts to catch AI-generated homework, arguing detection tools are broken, and that grading needs to shift back into the classroom in the AI age. Karpathy said educators will ā€œnever be able to detectā€ the use of AI in homework, and that detectors ā€œdon’t workā€ and are ā€œdoomed to failā€.

Growing up comes with plenty of firsts. With a Cash App Card, teens have a safe way to practice saving, managing money, and spending—all with their own debit card, and you as their guide.

AI Tutorial

How to get your brand recommended in ChatGPT

  • Go to Searchable and sign up for the free trial

  • Enter your domain and run a visibility report

  • Analyze how people are finding your business

  • Use the Searchable Agent to form a strategy

Sample Prompt: Analyze my top 3 competitors (XYZ) and identify their customer acquisition strategies across search, content, and brand positioning. Show me the gaps in their approach and recommend specific tactics [my brand] can use to capture more clicks and revenue from [XYZ customer type] in the UK and US markets.

  • Start making optimizations and content

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Test for recall, attention, impact, and more; before a dollar gets spent.

Brands like Google, Facebook, and Coca-Cola already trust it. Neurons clients saw results like +73% CTR, 2x CVR, and +20% brand awareness.

šŸ”„Top AI tools to increase productivity: 

  1. Marblism generates a fully-functional web application from a single prompt:

  2. Clipwing A tool for cutting long videos into dozens of short clips

  3. aiPDF is an innovative, multi-modal tool designed to work with a wide array of inputs, including ebooks, web articles, YouTube videos, podcasts.

  4. podcast.ai, a podcast that is entirely generated by artificial intelligence

  5. Clipwing A tool for cutting long videos into dozens of short clips

  6. aiPDF is an innovative, multi-modal tool designed to work with a wide array of inputs, including ebooks, web articles, YouTube videos, podcasts.

  7. Verk- Hire AI employees to add more firepower to your team, who work 24/7 to do sales, be your personal assistant, do graphic designing and more

  8. Codetoflow enables you to understand the code in simple terms using a flowchart which enables you to understand the details

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

šŸ‘€ Samurai and vegetable smoking

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