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Practical articles on AI training, cloud platforms, data engineering, and the skills teams need to build production systems.
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4 articles · 2024–2025
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2 articles
Regulation and board scrutiny caught up with AI adoption in 2025. A practical playbook for policies, evals, and human oversight in production.
SLMs and on-device inference matured in 2025. When teams chose Phi, Gemma, and Mistral Small over frontier APIs — and how they deployed at the edge.
2 articles
GitHub Copilot and AI-native editors reshaped how developers wrote code in 2024. What changed in reviews, testing, and junior onboarding?
Parameter-efficient fine-tuning went mainstream in 2024. Here is how teams use LoRA and QLoRA to adapt open models without full retraining budgets.