Azure Foundry – an introduction and architecture.
Microsoft Azure AI Foundry serves as the core platform to bring order to this landscape, establishing production-grade architectures that balance developer agi…
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Underlying Maths of LLMs, Neural Networks: Simple Summary
Almost every machine-learning model, from a house-price estimator to a fraud detector to a large language model, is built from the same handful of mathematical…
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AI: Summary of Neural Networking and Large Language Models
Demystifying Modern AI: Neural Networks, LLMs, and How They Work Together Enterprise artificial intelligence can often sound like a tangle of interchangeable b…
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AI Costs and Governance
Based on McKinsey July 2026 study. Despite dramatic drops in raw inference costs—with GPT-3.5-level token prices plummeting from $20 per million to under $0.07…
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Structural Scaffolding for AI: Why the Agent Harness Defines Production Success
In the early waves of generative AI adoption, organizations assumed that deploying increasingly advanced frontier models would automatically solve execution er…
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Machine Learning APIs with the Model Context Protocol (MCP)
In enterprise AI, a major engineering challenge is bridging the gap between existing backend systems and the fast-growing ecosystem of autonomous AI agents. A …
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Azure AI Foundry / Anthropic Claude Multi-Agent Pattern
Bringing Anthropic’s Claude into Azure AI Foundry is a massive shift for enterprise AI. Previously, if a bank wanted to use OpenAI’s GPT models, they used Azur…
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From Retrieval to Reasoning: Demystifying Microsoft Foundry IQ
Building production-grade Generative AI for the enterprise requires moving far beyond simple vector search or basic RAG pipelines. When launching true enterpri…
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Gemini/Anti Gravity vs Microsoft
The tech landscape has officially passed the era of “AI as an autocomplete box.” We are no longer just looking for a chatbot to help us write a sin…
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