📄 文章列表
60 篇文章
TDS
Systematic LLM Prompt Engineering Using DSPy Optimization
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Why Task-Based Evaluations Matter
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5 Techniques to Prevent Hallucinations in Your RAG Question Answering
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Notes on LLM Evaluation
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Agentic AI from First Principles: Reflection
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LLM-as-a-Judge: What It Is, Why It Works, and How to Use It to Evaluate AI Models
TDS
The Architecture Behind Web Search in AI Chatbots
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How We Are Testing Our Agents in Dev
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Running Evals on a Bloated RAG Pipeline
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When Does Adding Fancy RAG Features Work?
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A Geometric Method to Spot Hallucinations Without an LLM Judge
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Why Your AI Search Evaluation Is Probably Wrong (And How to Fix It)
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Production-Ready LLM Agents: A Comprehensive Framework for Offline Evaluation
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RAG Hallucinates — I Built a Self-Healing Layer That Fixes It in Real Time
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The Must-Know Topics for an LLM Engineer
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Building an Evaluation Harness for Production AI Agents: A 12-Metric Framework From 100+ Deployments
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What’s the Best Way to Brainwash an LLM?
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LLM Evals Are Based on Vibes — I Built the Missing Layer That Decides What Ships
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DiffuJudge-AV: A Diffusion-Inspired Framework for Calibrated AV Video Evaluation
TDS