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AI Coding Assistants: What They Actually Change
From autocomplete to autonomous agents — how AI is reshaping the developer's job, where it genuinely helps, and where it quietly creates risk.
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Vishmeluck Articles
Technology explained clearly, for people who build things.
39 focused explainers on AI, cloud, quantum computing, cybersecurity and sustainable tech. Current, concrete, and free of hype.
39Articles
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01
AI Governance: Turning Principles Into Controls
Model cards, risk tiers, review boards and monitoring — a practical blueprint for governing AI systems, shaped by the EU AI Act and NIST's risk framework.
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Explainable AI: Making Model Decisions Legible
SHAP, LIME, counterfactuals and interpretable-by-design models — what each technique tells you, what it doesn't, and how to choose one for a real decision.
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Federated Learning: Training Models Without Collecting the Data
How devices and institutions can improve a shared model while raw data stays put — plus secure aggregation, differential privacy and the engineering headaches.
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Foundation Models: Why One Model Now Does Many Jobs
Pretraining, scaling, fine-tuning, RAG and agents — how large general-purpose models work, how to adapt them, and the risks that come bundled in.
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05
MLOps: Getting Models Into Production and Keeping Them There
Versioning, pipelines, deployment strategies, drift monitoring and ownership — the engineering discipline that separates a notebook from a product.
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Multimodal AI: Models That See, Hear and Read Together
How vision, language and audio are fused inside a single model, what that enables in products, and the evaluation problems it introduces.
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Post-Quantum Cryptography: The Migration Has Already Started
NIST's standards are final, browsers have shipped hybrid key exchange, and deadlines are set. What 'harvest now, decrypt later' means and how to plan your migration.
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TinyML: Machine Learning on a Microcontroller Budget
Running neural networks in kilobytes of RAM on milliwatts of power — the use cases, the toolchain, and the quantisation and pruning tricks that make it possible.
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5G and Beyond: What Changes When the Network Gets Smart
Network slicing, massive IoT and ultra-low latency explained — and why the interesting part of 5G was never faster phones.
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AI in Healthcare: Beyond the Demo
Where AI has genuinely cleared the bar in medicine — imaging, triage, documentation — and the validation, bias and workflow problems that decide whether it helps.
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