Archive: 2025/12
Standards for Generative AI Interoperability: APIs, Formats, and LLMOps
MCP is the new standard for generative AI interoperability, enabling seamless tool integration across vendors. Learn how APIs, formats, and LLMOps are converging to make enterprise AI scalable and compliant.
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How to Prevent Sensitive Prompt and System Prompt Leakage in LLMs
System prompt leakage is a critical AI security flaw where attackers extract hidden instructions from LLMs. Learn how to prevent it with proven strategies like prompt separation, output filtering, and external guardrails - backed by 2025 research and real-world cases.
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Key Components of Large Language Models: Embeddings, Attention, and Feedforward Networks Explained
Understand the three core parts of large language models: embeddings that turn words into numbers, attention that connects them, and feedforward networks that turn connections into understanding. No jargon, just clarity.
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Vibe Coding Adoption Roadmap: From Pilot Projects to Broad Rollout
Vibe coding lets anyone turn plain language into working apps-but only if you start small, refine with humans, and scale with rules. Learn the real roadmap from pilot to rollout.
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