📄 文章列表

204 篇文章
TDS

Why Your Multi-Agent System is Failing: Escaping the 17x Error Trap of the “Bag of Agents”

✅ completed ⭐ ★★★★★★ 2026-01-30
TDS

How to Define the Modeling Scope of an Internal Credit Risk Model

✅ completed ⭐ ★★★★★★ 2026-02-25
TDS

Zero-Waste Agentic RAG: Designing Caching Architectures to Minimize Latency and LLM Costs at Scale

✅ completed ⭐ ★★★★★★ 2026-03-01
TDS

Escaping the Prototype Mirage: Why Enterprise AI Stalls

✅ completed ⭐ ★★★★★★ 2026-03-04
TDS

The Data Team’s Survival Guide for the Next Era of Data

✅ completed ⭐ ★★★★★★ 2026-03-06
TDS

The AI Bubble Has a Data Science Escape Hatch

✅ completed ⭐ ★★★★★★ 2026-03-07
TDS

How the Fourier Transform Converts Sound Into Frequencies

✅ completed ⭐ ★★★★★★ 2026-03-11
TDS

Why Most A/B Tests Are Lying to You

✅ completed ⭐ ★★★★★★ 2026-03-11
TDS

An Intuitive Guide to MCMC (Part I): The Metropolis-Hastings Algorithm

✅ completed ⭐ ★★★★★★ 2026-03-11
TDS

The Multi-Agent Trap

✅ completed ⭐ ★★★★★★ 2026-03-14
TDS

Production-Ready LLM Agents: A Comprehensive Framework for Offline Evaluation

✅ completed ⭐ ★★★★★★ 2026-03-24
TDS

What the Bits-over-Random Metric Changed in How I Think About RAG and Agents

✅ completed ⭐ ★★★★★★ 2026-03-26
TDS

How to Lie with Statistics with your Robot Best Friend

✅ completed ⭐ ★★★★★★ 2026-03-30
TDS

Your Chunks Failed Your RAG in Production

✅ completed ⭐ ★★★★★★ 2026-04-16
TDS

Proxy-Pointer RAG: Structure Meets Scale at 100% Accuracy with Smarter Retrieval

✅ completed ⭐ ★★★★★★ 2026-04-19
TDS

Causal Inference Is Different in Business

✅ completed ⭐ ★★★★★★ 2026-04-25
TDS

How to Study the Monotonicity and Stability of Variables in a Scoring Model using Python

✅ completed ⭐ ★★★★★★ 2026-04-30
TDS

Why I Don’t Trust LLMs to Decide When the Weather Changed

✅ completed ⭐ ★★★★★★ 2026-05-06
TDS

RAG Is Blind to Time — I Built a Temporal Layer to Fix It in Production

✅ completed ⭐ ★★★★★★ 2026-05-09
TDS

The Must-Know Topics for an LLM Engineer

✅ completed ⭐ ★★★★★★ 2026-05-09