ARTICLE How to Finally Make GPU Arbitrage Work and Solve the $100k Problem The math for AI companies is simple: GPU resources are the single largest line item on the balance sheet. When you are scaling a model, the price difference between a Tier-1 cloud...
ARTICLE Why Most AI Projects Fail and What to Do About It Executive Summary AI adoption is surging, yet up to 80% of projects fail to reach production due to pervasive challenges like poor data, security gaps, and governance complexities. The Model Context Protocol...
ARTICLE The $200 Billion Paradox Why Our Cybersecurity Industry Is Fundamentally Broken Author Colin Constable Co-Founder & CTO The evidence is clear: the global cybersecurity industry is struggling with a fundamental structural problem. Cybersecurity spending is...
ARTICLE The AI Chain of Trust: Secured by Atsign Your AI Supply Chain Is a Ticking Liability The integrity of your AI results is a direct reflection of the system that produces them. If the identities, data, and policies fueling the engine aren’t secure, the...
ARTICLE The MCP Security Paradox: Why the “USB-C for AI” Is an Architectural Minefield CTO & Co-founder The tech industry has a gift for naming things. We’ve dubbed the Model Context Protocol (MCP) the “USB-C for AI,” promising a...
ARTICLE Where CEO Vision Meets CISO Approval: Launching AI Architect In the race to harness Generative AI, enterprise leaders find themselves caught in a high-stakes tug-of-war. On one side, the CEO is pushing for velocity. They see the promise of vibe coding,...
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