Modern Tech Stacks
Deep dives into modern frameworks, libraries, and best practices.
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Bockdev
Tech Stacks & Applied AI
Full stack developer exploring the intersection of modern tech and artificial intelligence.
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Generalist Giants vs. DSLMs: Which AI Model Should You Actually Use?
A clear comparison of Domain-Specific Language Models (DSLMs) and generalist LLMs, covering accuracy, cost, compliance, and how to choose or build the right one for your use case.
LLMGeneralist GiantsDSLMs
'Invisible Infrastructure': Why AI Is Moving Beyond the Chatbox
Learn how AI products are shifting from chatbox interfaces to invisible, ambient infrastructure that works in the background, with examples, patterns, and code.
AIUX
Native Video Understanding: Beyond 'Stitched Photo' Analysis
Learn how native video understanding differs from frame-sampling AI methods, why "stitched photo" analysis misses motion and context, and how to choose the right approach for your video AI project.
Video UnderstandingAnalysis
State-Space Models vs Transformers: Can SSMs Really Replace Attention?
A clear breakdown of how State-Space Models (SSMs) like Mamba work, how they differ from Transformers, and whether they can realistically replace attention-based AI models in 2026.
Machine LearningAI Architecture
GRPO Explained: The Efficiency Shortcut Powering Modern Reasoning Models
Learn what GRPO (Group Relative Policy Optimization) is, how it differs from PPO, and why it powers efficient reasoning models like DeepSeek-R1, with code examples using Hugging Face TRL.
GRPO
Liquid Neural Networks (LNNs): AI That Adapts on the Fly
Liquid Neural Networks (LNNs) are continuous-time AI models that keep learning after deployment. Learn how they work, how they differ from regular neural networks, and where they are used.
LNNNeural Networks