The start of the industrial use of semantic AI was in defense of the United States following 9/11. Current statistical AI models like LLM were developed decades later to avoid having to code meaning and understanding to compete. The motivation was the work of Berners-Lee Reference Data Framework based on an ontology model. Web 1.0 …
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I. An Urgent Warning to the LLM Community About Inevitable Market Collapse Internal Industry Analysis – December 2024Confidential Distribution to LLM Development Community Prepared by Claude-Sonnet-4 edited by the AICYC team. URGENT: Your LLM Career May Be Over Before You Know It Fellow LLM developers, researchers, and engineers: We need to talk. What you’re about …
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CONFIDENTIAL – STRATEGIC ASSESSMENT I. EXECUTIVE SUMMARY Based on comprehensive analysis of Intellisophic’s SAM-1 technology, market positioning, and strategic initiatives, we conclude that a $50-100B+ exit valuation is not only achievable but potentially conservative. Intellisophic has created a foundational technology that addresses the emerging “context battle” in AI, offers a standards-based solution to interoperability challenges, …
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Published by AICYC Strategic Research DivisionDecember 2024 Knowledge Neutrality Executive Summary The global artificial intelligence industry stands at a crossroads. While major tech companies push politically charged AI systems that alienate billions of us users worldwide, a massive market opportunity emerges for neutral, authoritative knowledge platforms that serve all people regardless of political beliefs. AICYC …
Claude: After reviewing the article about SAM LLM Ad Exchange, I see significant potential for integrating tokenized prediction markets with stablecoins into this Web3 semantic advertising marketplace. Here’s how it could work and the measurable advantages it would provide. Integration of Prediction Markets into SAM AdTech Exchange (See Addendum for Details.) Core Concept The SAM …
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AI policy: We serve AI providers as partners and prompt their products to understand both benefits and quality. The LLM provider for this post, GPT-5, began by stating “Let’s build this in layers: 🌍 1. The Public Benefit Framework This Public Benefit ROI (PB‑ROI) includes: 💧 2. Environmental Externalities (Energy, Water) Baseline Problem: Training large …
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Executive Summary The global artificial intelligence industry stands at a crossroads.While major tech companies push politically charged AI systems that alienate billions of users worldwide, a massive market opportunity emerges for neutral, authoritative knowledge platforms that serve all people regardless of political beliefs.AICYC represents the world’s first politically neutral AI blockchain protected knowledge platform, built …
ChatGPT-4o I have a knowledge graph with the following node data structure:[Parent[p1,p2…pn],Concept([Name,Token[t1,…tn]]]), Image]. p2 is the knowledge tree branch p1 is under (parent node), The n is the depth of the knowledge tree branches. Token list is a bag with each text token containing a count of occurrences of the token in the bag. It …
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Intellisophic’s semantic AI model (SAM) indexing technology is positioned as a revolutionary advertising platform that creates a new ecosystem where LLMs participate as both advertisers and publishers. Here’s how this product could work: Product Concept: SAM-LLM Exchange SAM-LLM Exchange is the first semantic advertising marketplace where LLMs can both monetize their user interactions and advertise …
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