📄 文章列表
1274 篇文章
TDS
Data Modeling for Analytics Engineers: The Complete Primer
TDS
RAG Isn’t Enough — I Built the Missing Context Layer That Makes LLM Systems Work
TDS
Prefill Is Compute-Bound. Decode Is Memory-Bound. Why Your GPU Shouldn’t Do Both.
TDS
Introduction to Deep Evidential Regression for Uncertainty Quantification
TDS
Building My Own Personal AI Assistant: A Chronicle, Part 2
TDS
Your Chunks Failed Your RAG in Production
TDS
6 Things I Learned Building LLMs From Scratch That No Tutorial Teaches You
TDS
Your RAG System Retrieves the Right Data — But Still Produces Wrong Answers. Here’s Why (and How to Fix It).
TDS
The LLM Gamble
TDS
Context Payload Optimization for ICL-Based Tabular Foundation Models
TDS
What Does the p-value Even Mean?
TDS
Your RAG Gets Confidently Wrong as Memory Grows – I Built the Memory Layer That Stops It
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I Replaced GPT-4 with a Local SLM and My CI/CD Pipeline Stopped Failing
TDS
DIY AI & ML: Solving The Multi-Armed Bandit Problem with Thompson Sampling
TDS
Correlation vs. Causation: Measuring True Impact with Propensity Score Matching
TDS
Your Synthetic Data Passed Every Test and Still Broke Your Model
TDS
Using a Local LLM as a Zero-Shot Classifier
TDS
How to Select Variables Robustly in a Scoring Model
TDS
I Built an AI Pipeline for Kindle Highlights
TDS