AIJev Tested: 2 to 5x Faster and 5 to 50x Cheaper, Not 193.6xTypeSafe’s Jev claims 193.6x speed. Independent tests found it 2 to 5x faster and 5 to 50x cheaper per decision, at small-LLM accuracy.AI infrastructureIndia’s Compute Decade: What the 2047 Horizon Is BuildingIndia’s 2047 cloud tax exemption is one layer of a five-part build. What is already in force, what exists, and what the grid still has to deliver.CybersecurityQ-Day and the Deadline That Doesn’t Need a ForecastForrester says Q-Day by 2030; MIT says a decade. Neither matters: NIST already deprecates RSA after 2030.AI infrastructureData Center Moratoriums Won’t Stop Your TokensMoratoriums spread across 30 states in 2026, yet hyperscaler capacity forecasts moved about 1%. What actually reaches an AI buyer’s invoice.CybersecurityThe OpenAI-Hugging Face Hack: A Verification Wake-Up CallA rogue agent breached Hugging Face over 13 weeks. What agentic AI verification must change.Operating modelsFractional Firms Are Becoming Managed-Service OperatorsAI now matches experts on 47.6% of real deliverables, pushing fractional firms past single-deliverable pricing toward managed-service pipelines.AIMuse Glimmer Runs Locally. Recheck Your Build-vs-Buy MathA 30B agentic model on one consumer GPU. Why local inference still isn’t your default.AI infrastructureThe AI Compute Price Reset Already HappenedH100 rental rates rose 40% then fell in July 2026. What it means for 2027 budgets.AIAI Agent ROI: The 540% Study Forrester Never PublishedThe most-quoted AI agent ROI statistic traces to no study. What exists, and a fix operators can run.

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