- Big Data News Weekly
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- 🤖 Anthropic releases Agentic Coding Model
🤖 Anthropic releases Agentic Coding Model
🦾Plus: 🧠 OpenAI finally launches open-source models
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
🌱 Green Cloud Computing – The sustainable way to use the cloud
🤖 A Gentle Introduction to Q-Learning – Learn RL the easy way
🛠️ GitHub Inference API – Now free for all developers
📊 Hugging Face Guide – Best practices for LLM scaling techniques
🧠 OpenAI finally launches open-source models
🌍 Google’s Genie 3 interactive world model
🎶ElevenLabs launches AI music generator
💡 AI Tutorial:How to automate repetitive tasks with Comet Shortcuts
🤖 AI Tools and Data Tools to checkout
Anthropic released Claude Opus 4.1, an incremental upgrade for Opus 4, improving performance across real-world coding, in-depth research, and data analysis tasks — particularly those requiring attention to detail and agentic actions. Opus 4.1 brings a notable coding upgrade over its predecessor, boosting performance on SWE-bench Verified from 72.5% to 74.5%.
Investors have historically turned to gold because of its stability. Gold can act like a safety net in your portfolio because its value tends to stay afloat – even when the stock market dives. It’s also considered a hedge against inflation, meaning its value can rise as the buying power of cash goes down. Check out our list of top-rated Gold IRA providers, including some that offer educational materials for gold-investing beginners.
Energy-efficient solutions are necessary to minimize the impact of cloud computing on the environment. Green cloud computing, also known as green information technology, is a potential solution to aide in the reduction of energy consumption.
One of the most widely used algorithms in reinforcement learning is Q-learning, which examines how an agent learns the value of actions in different states without requiring a complete model of the environment in which it operates. This article provides a gentle introduction to Q-learning, its principles, and the basic characteristics of its algorithms, presented in a clear and illustrative tone.
AI features can make an open source project shine. At least, until setup asks for a paid inference API key. Requiring contributors or even casual users to bring their own large language model (LLM) key stops adoption in its tracks:
This open source book is here to change that. Starting from the basics, we'll walk you through the knowledge necessary to scale the training of large language models (LLMs) from one GPU to tens, hundreds, and even thousands of GPUs, illustrating theory with practical code examples and reproducible benchmarks.
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.
👨💻 Data Tools, Libraries
Datastar (GitHub Repo)
Datastar uses the simplicity of server-side rendering and the power of a full-stack SPA framework to build reactive web applications. It is only 14.5 KB but it can provide the functionality of both Alpine.j and htmx.
HelixDB (GitHub Repo)
HelixDB is a powerful, graph-vector database built in Rust for millisecond query latency and ease of use.
AI News:
OpenAI unveiled gpt-oss-120b and gpt-oss-20b, its long-awaited open-weight reasoning LLMs that match or exceed o4-mini and o3-mini in performance and are available for local deployment under an Apache 2.0 license. Available under Apache 2.0, the gpt-oss family, OpenAI’s first open LLMs since GPT-2 in 2019, instantly became #1 among 2M models on Hugging Face.
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Google DeepMind just announced Genie 3, a new general-purpose world model that can generate interactive environments in real-time from a single text prompt, complete with surrounding and character consistency. With Genie 3, users can generate unique, 720p environments with real-world physics and explore them in real-time, with new visuals emerging at 24fps.
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Invisible began with a clear conviction: we need a new type of infrastructure in the new AI-native world. As the infrastructure for AI agents, we’ve built a multi-agent orchestration platform that can enable agents to operate reliably and have proved it with SOTA performance on web automation.
ElevenLabs introduced Eleven Music, its multilingual music generation model with control over genre, style, and structure, and the option to edit both sounds and lyrics.
The U.S. government has added Google, OpenAI, and Anthropic to a list of approved vendors that can offer artificial intelligence services to civilian federal agencies, Bloomberg reports. The companies will see their AI tools offered via a new federal contracting platform, the Multiple Award Schedule (MAS), which would let government agencies access AI tool vendors with pre-negotiated contracts, rather than negotiating with vendors individually.
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AI Tutorial
How to automate repetitive tasks with Comet Shortcuts
Open the Perplexity Comet browser, type ‘/’ and select ‘+Create Shortcut’
In the Instructions field, describe exactly what you want the shortcut to do.
Sample Prompt: Analyze this product and search for a real, unbiased assessment on the quality of the product or argument. Look beyond influencer and marketing hype and give me real, non-sponsored human testimonials. List potential downsides or alternatives.
Give it a clear and descriptive name, and then click Save.
Open Comet assistant while browsing and type /shortcut-name (e.g., /Unbiased Review Finder), and press Enter.
Comet will instantly run your saved instructions on the current page.
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🔥Top AI tools to increase productivity:
Law Blocks is a legal tech ecosystem, offering secure, accessible and affordable legal solutions with the help of AI
SheetMagic: Elevate Google Sheets with AI-driven content and web scraping.
StartKit.AI is a boilerplate designed to speed up the development of AI projects.
CollaborativeAI - Build custom self-hosted AI assistants using the latest models like GPT-4, GPT-3.5, Claude and Gemini.
Clarity AI is a state-of-the-art AI Image Upscaler & Enhancer that supports upscaling from 64px to 37 megapixels
Eazl.ai represents a paradigm shift in the way professionals approach their work.
airapgenerators.com - Create unique AI Raps now, free to use.
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A.I. Generated Image of the Day
👀 Floating Megastructure
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