📄 文章列表

281 篇文章
TDS

Agentic AI: On Evaluations

✅ completed ⭐ ★★★★★★ 2025-08-07
TDS

Toward Digital Well-Being: Using Generative AI to Detect and Mitigate Bias in Social Networks

✅ completed ⭐ ★★★★★★ 2025-08-29
TDS

Data Visualization Explained: What It Is and Why It Matters

✅ completed ⭐ ★★★★★★ 2025-09-21
TDS

Are Foundation Models Ready for Your Production Tabular Data?

✅ completed ⭐ ★★★★★★ 2025-10-01
TDS

MobileNetV3 Paper Walkthrough: The Tiny Giant Getting Even Smarter

✅ completed ⭐ ★★★★★★ 2025-11-02
TDS

Ten Lessons of Building LLM Applications for Engineers

✅ completed ⭐ ★★★★★★ 2025-11-25
TDS

Do Labels Make AI Blind? Self-Supervision Solves the Age-Old Binding Problem

✅ completed ⭐ ★★★★★★ 2025-12-04
TDS

Reading Research Papers in the Age of LLMs

✅ completed ⭐ ★★★★★★ 2025-12-06
TDS

Running Evals on a Bloated RAG Pipeline

✅ completed ⭐ ★★★★★★ 2025-12-21
TDS

Probabilistic Multi-Variant Reasoning: Turning Fluent LLM Answers Into Weighted Options

✅ completed ⭐ ★★★★★★ 2026-01-07
TDS

Beyond Prompting: The Power of Context Engineering

✅ completed ⭐ ★★★★★★ 2026-01-08
TDS

Air for Tomorrow: Mapping the Digital Air-Quality Landscape, from Repositories and Data Types to Starter Code

✅ completed ⭐ ★★★★★★ 2026-01-24
TDS

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

✅ completed ⭐ ★★★★★★ 2026-01-30
TDS

Iron Triangles: Powerful Tools for Analyzing Trade-Offs in AI Product Development

✅ completed ⭐ ★★★★★★ 2026-02-17
TDS

Why Every Analytics Engineer Needs to Understand Data Architecture

✅ completed ⭐ ★★★★★★ 2026-02-18
TDS

Solving the Human Training Data Problem

✅ completed ⭐ ★★★★★★ 2026-03-12
TDS

The Multi-Agent Trap

✅ completed ⭐ ★★★★★★ 2026-03-14
TDS

How a Neural Network Learned Its Own Fraud Rules: A Neuro-Symbolic AI Experiment

✅ completed ⭐ ★★★★★★ 2026-03-17
TDS

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

✅ completed ⭐ ★★★★★★ 2026-03-26
TDS

A Visual Explanation of Linear Regression

✅ completed ⭐ ★★★★★★ 2026-04-09