📄 文章列表
1073 篇文章
TDS
I Built My Second ETL Pipeline. This Time, I Started Thinking Like a Data Engineer
TDS
Long Context Isn’t Free — I Built a Safe Prompt-Pruning Layer That Makes LLM Systems Work
AlphaSignal
PyTorch 2.13 Ships 12x Faster Attention and 4x Memory Savings for LLM Training | AlphaSignal
TDS
Where Does an AI’s Personality Actually Come From?
TDS
Design Loops, Not Prompts
TDS
LLM Wikis Are Over-Engineered — I Replaced Mine With a Pure Python Compiler
TDS
AI Agents Explained: What Is a ReAct Loop and How Does It Work?
TDS
Stop Returning Text from RAG: The Typed Answer Contract That Prevents Hallucination
TDS
Setting Up Your Own Large Language Model
TDS
PANet Paper Walkthrough: When Feature Pyramids Go Bottom-Up
TDS
How to Run End-to-End Tests with Claude Code
TDS
Survival Analysis for Data Drift and ML Reliability
TDS
A Production RAG Pipeline for PDFs: Relational Parsing, TOC Retrieval, Typed Answers
TDS
Information Theory and Ensemble Models
TDS
The Threshold Is a Price, Not a Percentage
TDS
Redesign Work Before You Add More AI Agents
TDS
I Completed Five Years in Analytics Consulting: 5 Lessons That Changed How I Work
TDS
Prompt Engineering Fails Quietly — Prompt Regression Is Why
TDS
How Far Can Classical NLP Go? From Bag-of-Words to Stacking on Spooky Author Identification
TDS