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Learn how to use our service more effective. Here you can find a lot of useful information, including incredible lifehacks, that could lead your AI experience co-working to a new level!

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Best AI for Work and Everyday Tasks in Late 2025
November 18, 2025
Overview of the top 5 AI assistants in 2025: ChatGPT, Gemini, Claude, Grok, and Perplexity. The article breaks down the unique strengths of each tool — from creative writing and coding to deep technical analysis, Google Workspace integration, real-time social insights, and fully cited research.
Free LLM's
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Practical Analysis of Compact AI Systems for Local LLM Deployment (2025)
November 7, 2025
This article provides a practical analysis of new AI desktop and mini-server solutions for running open-source large language models locally. It compares cost, performance, and memory across eleven systems to help users choose the most efficient setup for deploying models from 20B to 176B parameters
Free LLM's
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Best open-source LLMs in 2025: What everybody is running now
October 31, 2025
In 2025, open-source large language models dominate local and enterprise AI use. Qwen3, Gemma 3, and Mistral 3.1 lead for speed, accuracy, and versatility. Phi-4 and DeepSeek R1 push reasoning and large-scale performance to new levels. The article compares these models, showing who uses each and why they define the AI landscape of mid-2025.
Free LLM's
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1.5 TB of VRAM on a Desk: How to Turn Mac Studios into a Supercomputer
January 7, 2026
Jeff Geerling combined four Mac Studios via Thunderbolt 5 and RDMA to create a 1.5TB memory cluster. It runs massive AI models locally, offering high speed but coming with high cost and complexity.
Hrdware
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Analyzing Google’s Disco new Browser and the Shift to Generative Interfaces
December 23, 2025
Google’s Disco browser leverages Generative UI to convert open tabs into custom web applications, transforming the web from static pages into dynamic, purpose-built interfaces tailored to user intent.
Automatisation
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DeepSeek 3.2: Security Audit and Trust Architecture in Open LLMs
December 12, 2025
Despite geopolitical concerns, DeepSeek 3.2 is secure if managed correctly. Its open-weights nature allows users to control inference infrastructure, audit security with Garak, and isolate data, ensuring architectural trust.
Free LLM's
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MLC LLM: How to Run Big Artificial Intelligence on Your Laptop
November 28, 2025
MLC LLM lets you run large AI models (like Llama) locally on your laptop or phone. Stop worrying about cloud tokens and data leaks! This article explains the tech magic (compilation, quantization) and the benefits for developers (no token costs, offline mode), businesses (privacy), and users.
Free LLM's
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Choosing a CRM: Why Pay a Premium "Brand Tax" When the Best Alternative is Free?
November 27, 2025
Why pay the "brand tax" for CRM? Horilla offers a powerful, free open-source alternative. With visual pipelines, mobile apps, and real-time analytics, it beats expensive monoliths. Customize it freely, own your data, and stop renting your business process. Efficiency doesn't have to cost a fortune.
Useful tools
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The Colosseum of Code: Why the Chatbot Arena Is the Only AI Benchmark That Actually Matters
November 27, 2025
Traditional AI benchmarks are broken. Enter the Chatbot Arena: a digital thunderdome where models fight for human approval. This article explores how a simple "blind taste test" became the industry's most critical metric, the hidden biases in our votes, and why "vibes" now rule the leaderboard.
Free LLM's
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The Six Essential Stages of Building a Robust AI Agent
November 19, 2025
This is an expert, in-depth guide detailing the six critical stages for successful AI Agent development and deployment. The article offers a dual perspective—from both the business manager and the engineer—ensuring a holistic view of the process, from strategic planning to long-term maintenance.
Automatisation
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A Quiet Earthquake in Beijing: Moonshot’s Kimi K2 Thinking Just Rewrote the Rules
November 18, 2025
Moonshot AI's Kimi K2 Thinking—a 1-trillion-parameter open-source model trained for just $4.6M—outperformed GPT-5, Grok-4, and Claude on reasoning, coding, and agentic benchmarks. This Beijing breakthrough excels at long-chain thinking and code but skips images/video, proving world-class AI
Free LLM's
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Best AI for Work and Everyday Tasks in Late 2025
November 18, 2025
Overview of the top 5 AI assistants in 2025: ChatGPT, Gemini, Claude, Grok, and Perplexity. The article breaks down the unique strengths of each tool — from creative writing and coding to deep technical analysis, Google Workspace integration, real-time social insights, and fully cited research.
Free LLM's
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What Exactly is a Vector Database?
November 11, 2025
A vector database converts information into mathematical embeddings to find results based on meaning rather than keywords, vastly improving search relevance. To achieve truly accurate results, this core technology must be combined with advanced tools like re-rankers, metadata filters, and knowledge
Useful tools

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