Oscar Marin website feed https://marin.cr/ How enterprises can unlock AI value by turning data into shared knowledge through semantic models and knowledge graphs. - Ontologies at the Center of AI: Why Semantics Will Define Value in 2026 Over the past few years, the AI conversation has been dominated by scale: bigger models, more GPUs, faster training, and increasingly sophisticated algorithms. But as we move through 2025, that narrative is starting to shift. In a... Wed, 31 Dec 2025 00:00:00 -0600 https://marin.cr/2025-12-31-ontologies-at-the-center-of-ai-why-semantics-will-define-value-in-2026/ https://marin.cr/2025-12-31-ontologies-at-the-center-of-ai-why-semantics-will-define-value-in-2026/ How a New Open Standard Is Making AI Smarter, Faster, and More Useful. - What is MCP and Why You Should Care AI models can deliver far more value when they have real-time access to relevant data and tools. The Model Context Protocol (MCP) is a new open standard designed to make that possible by bridging AI with the information silos of modern businesses.... Wed, 30 Apr 2025 00:00:00 -0500 https://marin.cr/2025-04-30-what-is-mcp-and-why-you-should-care/ https://marin.cr/2025-04-30-what-is-mcp-and-why-you-should-care/ Why Semantic Models Are the Backbone of Intelligent, Scalable AI Agents in the Enterprise. - Semantic models provide enterprise applications with context and meaning required for AI and now it’s time to see that power in action, especially in the context of agentic AI – AI systems (or “agents”) that can act autonomously and interact with other systems, for this to become a reality, semantic... Mon, 07 Apr 2025 00:00:00 -0500 https://marin.cr/2025-04-07-semantic-models-enable-scalable-agentic-ai/ https://marin.cr/2025-04-07-semantic-models-enable-scalable-agentic-ai/ How semantic models empower conversational AI to better understand your business. - Artificial intelligence is reshaping how we interact with technology, moving us toward more natural, conversational experiences, also improving significantly how we interact with technology and how quickly we can maximize the value that we can get. So about semantic models – a foundation that gives AI a richer understanding of... Sat, 29 Mar 2025 00:00:00 -0500 https://marin.cr/2025-03-29-introduction-to-semantic-models-and-why-they-matter/ https://marin.cr/2025-03-29-introduction-to-semantic-models-and-why-they-matter/