🇬🇧UK Seeks Collaboration For Security Research in AI

💰️ Top 20 BLACK FRIDAY DEALS

AI Innovators, Gather Round

Learn why the first 6 seconds on your website are critical, how Uber is expanding into AI data labeling, UK’s push for AI security research and discover new AI tools for vision-language tasks. Plus, don’t miss our Top 20 Black Friday AI Tools Deals 🖤💰️ to save big this season!

In today’s knowledge-packed edition:

  •  The First 6-sec on Your Website Matters !

  • 🚕 Uber is Building a Fleet of Gig Workers to Label Data for AI Models

  • Open Source AI Model That Edits Images Exactly How You Want

  • 🇬🇧 UK Seeks Collaboration For Security Research

  • AI for Vision-Language Tasks on Daily Devices

  • 🖤 💰️ Top 20 BLACK FRIDAY AI TOOLS DEALS

 The First 6-sec on Your Website Matters !

Stop missing another lead. This AI Agent proactively reaches out to your website visitors and answers any question based on your business knowledge base.

It talks, listens, understands, and guides each visitor in real time and delivers exactly what they need: 

🟢Personalized Business Content

🟢Book Meetings

🟢Targeted Case Studies

Deploy it in 5 min, see engagement soar and accelerate sales by 3X ⚡, all while you focus on closing deals.

🚕 Uber is Building a Fleet of Gig Workers to Label Data for AI Models

Uber is entering the rapidly growing AI data labeling market by launching a new division called Scaled Solutions. This division is focused on hiring contractors to annotate and label data for Uber’s internal AI projects as well as for external clients, including self-driving vehicle company Aurora Innovation and video game developer Niantic.

The company is actively recruiting data labeling contractors in the U.S., Canada, India, and other countries. This move highlights Uber's ambition to diversify its gig worker fleet beyond ride-hailing and food delivery into the tech-driven world of AI data services.

The data labeling market is booming, fueled by the increasing demand for high-quality data to train AI models. Uber’s entry signals its intent to capitalize on this trend, leveraging its vast gig worker infrastructure to carve out a space in this lucrative market.

Open Source AI Model That Edits Images Exactly How You Want

DreamMix lets you easily add objects to images or change their colors, shapes, and styles using simple text instructions, creating seamless, professional-looking results every time.

This cutting-edge diffusion-based generative model excels in inserting objects into scenes while preserving identity and facilitating diverse text-driven customizations.

Performance Benchmarking:

  • Achieves unparalleled scores in identity preservation and attribute editing against leading methods.

  • Offers a user-preferred editing solution, backed by a comprehensive user study showing strong satisfaction.

DreamMix is an open-source project available now. Dive into its capabilities for applications like poster design, virtual try-ons, or creative effect rendering, and redefine the boundaries of image editing.

👉️ Source

🇬🇧 UK Seeks Collaboration For Security Research

DA-KUK

The United Kingdom is establishing a Laboratory for AI Security Research to enhance its defenses against cyber threats, particularly from Russia. This initiative, announced by Cabinet Office Minister Pat McFadden, will receive an initial £8 million in government funding.

The lab aims to develop advanced cyber defense tools and foster intelligence sharing among NATO allies. McFadden emphasized the urgency of staying ahead in the evolving "AI arms race," noting that adversaries are increasingly utilizing AI in cyber warfare.

The UK is also launching a £1 million incident response project to improve collaborative responses to cyberattacks.

AI for Vision-Language Tasks on Daily Devices

Hugging Face has launched SmolVLM, a 2B parameter vision-language model built for efficient on-device inference. Designed to balance performance with minimal resource requirements, SmolVLM offers a solution for running advanced vision-language tasks on laptops, consumer GPUs, and even mobile devices.

Key Features

  1. Streamlined Architecture: SmolVLM’s optimized design improves image encoding and inference speed while maintaining accuracy.

  2. Accessible Fine-Tuning: Supports fine-tuning on platforms like Google Colab, making it easy for researchers, developers, and hobbyists to customize.

  3. Versatility: Handles tasks like multimodal question answering, document processing, and even video understanding—despite no explicit training on video data.

It generates tokens 7.5 to 16 times faster than competing models like Qwen2-VL. SmolVLM bridges a critical gap in AI accessibility, allowing complex vision-language tasks to run on everyday devices. 

👉️ Source

🖤 💰️ Top 20 BLACK FRIDAY AI TOOLS DEALS

Best AI Tools for Business 2025: Part 1 of 3

Automation isn’t optional anymore—it’s the key to staying competitive and growing your business. The right AI tools help you work smarter, save money, and scale faster.

This guide breaks down the best tools for every stage of business, from research to team building. Whether you’re a startup founder, scaling a business, or modernizing operations, these tools will make your journey easier and more efficient.

👉️ Read It Here: Your Ultimate Guide to Business Automation 🚀 and Stay tuned for Parts 2 and 3

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8️⃣ Dux-Soup

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