Research7 min read
Speculative Decoding: The Inference Trick Hiding in Plain Sight
Speculative decoding promises faster LLM inference without touching model weights. The math holds up — but the production story is messier than the papers admit.
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LLM
3 posts
AI & Machine Learning9 min read
RAG Is Dead, Long Live Agentic RAG: The Evolution of AI Knowledge Systems
Traditional RAG retrieves documents and stuffs them into context. Agentic RAG plans queries, evaluates results, and iterates until it finds the right answer.
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AI & Machine Learning9 min read
The Agentic Paradigm Shift: Why 2025 Changed Everything in AI Development
The shift from AI-as-tool to AI-as-agent represents the biggest paradigm change since the internet. Here's how we got here and where it's heading.
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