📄 文章列表
264 篇文章
TDS
MCP Explained: How Modern AI Agents Connect to the Real World
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How Much Does a Local LLM Actually Cost to Run? I Measured Every Watt on Apple Silicon
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Avoiding Entity Key Drift in a Data Lake: Step 1, Normalization
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Backpropagation Explained for Beginners (Part 2): There Has to Be a Better Way
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Many Companies Use AI. Few Know How to Build an AI-Native Enterprise Data Platform.
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Backpropagation Explained for Beginners (Part 1): Building the Intuition
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I Tried Fine-Tuning a Robot AI Model on Colab. Here Is What Worked
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Using Classical ML to Empower AI Agents
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How Much of a Data Science Workflow Can Run on a GPU Today? Part 1: Accelerating Data Preparation
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Lessons Learned After 8.5 Years of ML
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Loop Engineering for RAG Generation: An LLM Cascade from a Cheap Local Model Up to a Hosted Flagship
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Build and Run an Intelligent Document Processing (IDP) System in the Cloud
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The Fluid Simulator That Doesn’t Solve the Fluid Equations
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How to Optimize Vector Search When RAM Gets Too Expensive: On-Disk vs. In-Memory ANN Indexes
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How to Give an LLM Agent a Browser
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How to Efficiently Prompt Claude Code
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How I Reproduced BM25, Dense Retrieval, and SPLADE on a 16GB MacBook
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Reducing Human Annotation with ML Active Learning
AlphaSignal
Moonshot AI's Kimi K3 Beats Claude at Coding for 4.6x Less Money | AlphaSignal
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