Building Your Own Foundation Model (Part 4) : Self-Attention — How AI Decides What Matters
Learn how Self-Attention works in AI models, enabling them to understand complex relationships between tokens in a sequence.
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Engineering & AI insights
Practical lessons, AI research, and delivery notes from the Shine Soft Corp team.
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A2UI Explained: AI Agents for Interactive UI
Discover A2UI, a protocol for AI agents to generate safe, interactive user interfaces, and learn how it works with various frameworks and models.
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Building Your Own Foundation Model (Part 3): Positional Encoding – How AI Understands Word Order
Discover how positional encoding allows AI models to understand word order and context, going beyond just embeddings
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How Claude, ChatGPT, and Gemini Actually Work: Inside a Large Language Model (Part 2)
Discover why Large Language Models don't understand English, Gujarati, or any human language. Learn how text becomes numbers, vectors, and tensors before entering a Transformer
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Scaling Laws Explained: The Secret Formula Behind GPT-3, GPT-4, o1 & o3
Discover how scaling laws predict AI performance, driving breakthroughs like GPT-3 and o3. Learn why bigger models aren't always better and how test-time compute is changing the ga
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How Claude, ChatGPT, and Gemini Actually Work: Inside a Large Language Model (Part 1)
Ever wondered what happens inside Claude or ChatGPT after you press Enter? Learn how modern LLMs process language using tokenization, embeddings, transformers, attention, and decoding in this engineer-focused guide.
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Smart Sensors Help Students Learn Farming Tech
Microsoft and FFA collaborate to teach precision agriculture with AI and data science
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Japan Just Changed AI Forever: How Sakana's Fugu Challenges Anthropic Without Building a Bigger Model
Japan's Sakana AI launched Fugu, an AI orchestrator that coordinates multiple frontier models instead of training one giant LLM. Here's why this could reshape the future of artificial intelligence.
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The AI Token Trap: Why Your AI Costs Explode Faster Than You Expect (And How to Avoid It)
Learn how to avoid the AI token trap and reduce enterprise AI costs with practical optimization strategies
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Claude Tag: Anthropic's AI Teammate for Slack Revolutionizes Workplace Collaboration
Learn how Claude Tag, Anthropic's AI agent, works inside Slack to summarize conversations, track action items, and transform workplace collaboration.
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Oracle's AI Investments After Layoffs
Discover how Oracle's 21,000 layoffs are driving debt-fueled AI investments, a strategic move in the AI industry
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Build Your Own Private AI Assistant in 30 Minutes: Local LLM + RAG + Voice + Coding (2026 Guide)
Learn how to build your own ChatGPT alternative with Ollama, RAG, voice AI, coding assistants, memory, and MCP tools—all running locally with no monthly subscription
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