Data Science
GBDTs vs. LLM Agents: A Payment Fraud Benchmark
A reproducible benchmark shows classical ML owns the synchronous payment hot path, while LLM agents belong on the asynchronous cold path.
Latest Articles
AI
Anchor Detection for RAG: Parallel Detectors and One LLM Call
A three-stage RAG retrieval pipeline runs keyword and embedding detectors in parallel, then resolves candidates with a single LLM call.
Machine Learning
Harness-1: A Compact Retrieval Agent That Separates Search from State
Harness-1 separates query generation from state tracking to build a leaner retrieval agent. It outperforms larger systems across eight benchmark domains.
Data Science
Top 7 Coding Models You Can Run Locally in 2026
Seven open-weight coding models worth running locally in 2026, from efficient MoE models to multimodal options, all tested on consumer GPU hardware.
Machine Learning
Why I Stopped Using One Agent and Built a Multi-Agent Pipeline
A single-agent text-to-SQL system failed on complex queries. Here's how a multi-agent pipeline fixed it.
Machine Learning
5 Essential Approaches to Robust Outlier Detection
Outliers can skew statistics and break predictive models. This article compares five detection methods with Python examples for each.
Data Science
No-Code AI Has Arrived. Here's What Data Skills Still Matter.
AI tools now let anyone build agents without Python. But prompting frameworks and hardware specs still separate casual users from serious practitioners.
Tools
Sakana Fugu: Multi-Agent System Packaged as a Single Model API
Sakana Fugu coordinates multiple expert agents internally while exposing a single OpenAI-compatible API. Here's how it works, what it costs, and when to use it.
Tools
The /goal Command That Keeps Claude Code Working Without You
Agentic loops in Claude Code let AI work autonomously end-to-end. Here's how the /goal command makes that happen.
Machine Learning
The Math Skills Every Aspiring Data Scientist Needs to Master
Four math disciplines separate data scientists who understand models from those who just run them. Here's what to learn and in what order.
Tools
Three Tools That Run a Full AI Coding Agent on Your Laptop
Ollama, Gemma 4, and OpenCode combine into a local AI coding stack that keeps your code off the cloud entirely.