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AI Trends

Stanford's 2025 AI Index Report Shows AI's Explosive Growth

Artificial Intelligence (AI) is rapidly evolving, impacting nearly every aspect of our lives, from how we work and communicate to how we solve complex global challenges. Keeping track of this progress, its implications, and the global trends surrounding it can be daunting. This is where the AI Index Report comes in. What is the AI […]

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AI Trends

The Complete Beginner's Guide to Graph Neural Networks (GNNs)

Introduction: Networks Are Everywhere Imagine scrolling through your social media feed. Your friend shares a photo from last night's dinner party, where you spot several mutual friends. Meanwhile, the app suggests people you might know, some of whom indeed seem familiar. Later, you use a map application to find the fastest route home, avoiding traffic […]

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AI Trends

What is Model Context Protocol (MCP)? Complete Guide to AI's Integration Standard

image source: Claude.ai Introduction: The Problem MCP Solves Large Language Models (LLMs) like Claude, GPT-4, and others have transformed how we interact with AI systems. However, these models face a fundamental limitation: they're confined to the information they were trained on, with fixed knowledge cutoff dates and no native ability to access real-time data or […]

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AI Trends

Gemma 3: Google's Latest Lightweight AI Model, Challenging Llama 3 and DeepSeek-V3

Google DeepMind has released the newest open AI model, Gemma 3, building upon the Gemini technical architecture with significant improvements in performance, context window length, and multimodal support. Described as "the best single-accelerator model in the world," Gemma 3 surpasses competitors such as Llama 3 and DeepSeek-V3 in the LMArena rankings. It also supports over […]

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AI Trends

Comparison of DeepSeek, OpenAI, Gemini, and Claude on Performance, Pricing, and Use Cases

DeepSeek has emerged as a strong competitor in the AI model space, offering performance comparable to OpenAI at just one-tenth of the cost. In response, industry leaders like OpenAI and Google have released even more powerful models to stay ahead in the race. But is DeepSeek the right choice for enterprise users, or would OpenAI, […]