Edward Budiman
AWS Certified Cloud Expert and AI & ML Specialist with a background in Data Science from the University of British Columbia. Skilled in building data-driven solutions, business automation, and scalable AI systems.

What Nvidia's $70 Billion Retreat Tells Us About Where AI Is Heading
Nvidia just slashed its OpenAI commitment from $100B to $30B and signaled its Anthropic investment will be the last. The official reason is IPOs. The real signal is a fundamental reshaping of who controls the AI stack - and what that means for every enterprise building on it.

Why Your AI Strategy Should Include Open-Source Models
Open-source LLMs are closing the gap with proprietary frontier models fast - with 86% lower costs and performance parity projected by mid-2026. Enterprises that ignore them are leaving money, flexibility, and control on the table.

AI Isn't Magic. It's Math That Punishes Sloppy Data.
85% of AI projects fail - and the primary culprit isn't the model. It's the data underneath. Here's why treating data like production code, with types, tests, and monitoring, is the single most important thing you can do for your AI initiative.








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