📄 文章列表
690 篇文章
TDS
6 Things I Learned Building LLMs From Scratch That No Tutorial Teaches You
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Beyond Prompting: Using Agent Skills in Data Science
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AI Agents Need Their Own Desk, and Git Worktrees Give Them One
TDS
Your RAG System Retrieves the Right Data — But Still Produces Wrong Answers. Here’s Why (and How to Fix It).
TDS
Dreaming in Cubes
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Proxy-Pointer RAG: Structure Meets Scale at 100% Accuracy with Smarter Retrieval
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I Replaced GPT-4 with a Local SLM and My CI/CD Pipeline Stopped Failing
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I Simulated an International Supply Chain and Let OpenClaw Monitor It
TDS
Using a Local LLM as a Zero-Shot Classifier
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How to Improve Claude Code Performance with Automated Testing
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Causal Inference Is Different in Business
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Bytes Speak All Languages: Cross-Script Name Retrieval via Contrastive Learning
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PyTorch NaNs Are Silent Killers — So I Built a 3ms Hook to Catch Them at the Exact Layer
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Correlation Doesn’t Mean Causation! But What Does It Mean?
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4 YAML Files Instead of PySpark: How We Let Analysts Build Data Pipelines Without Engineers
TDS
Proxy-Pointer RAG: Multimodal Answers Without Multimodal Embeddings
TDS
Why Powerful Machine Learning Is Deceptively Easy
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How AI Tools Generate Technical Debt in IoT Systems — and What to Do About It
TDS
RAG Hallucinates — I Built a Self-Healing Layer That Fixes It in Real Time
TDS