"RAG" Articles (10) | TIMEWELL Inc.

We Classified 1,852 Articles With Jev for $0.12. First-Pass Triage Just Got Too Cheap to Ration

We ran TypeSafe AI's Jev over all 1,852 Japanese articles on our own site. It took 49 seconds and, by the published price list, about $0.12. The interesting part of a model that writes nothing is not the speed. It is that first-pass triage stops being something you ration. Here are our measured numbers, what changes when the cost disappears, and 20 places the model fits.

2026-09-19Ryuta Hamamoto

ZEROCK

Running AI Agents on Governed Data: The Governed AI Wave (July 2026)

In June 2026, Snowflake and Anthropic, DXC, and TCS announced back-to-back partnerships around "Governed AI"—AI that runs on top of governed data.

2026-07-06Ryuta Hamamoto

AI Security

EchoLeak Deep Dive: How CVE-2025-32711 Made Copilot Exfiltrate Secrets | A Complete Guide to Indirect Prompt Injection

EchoLeak Deep Dive: How CVE-2025-32711 Made Copilot Exfiltrate Secrets | A Complete Guide to Indirect Prompt Injection.

2026-05-15Ryuta Hamamoto

ZEROCK

The Path to an AI-Native Organization Starts with Data Format: Turning Your Existing Assets Into AI Fuel

The Path to an AI-Native Organization Starts with Data Format: Turning Your Existing Assets Into AI Fuel.

2026-02-18Ryuta Hamamoto

AI Consulting

Enterprise AI Glossary: 40 Key Terms — LLM, RAG, GraphRAG, Hallucination, and More — Explained for Non-Technical Readers

Enterprise AI Glossary: 40 Key Terms — LLM, RAG, GraphRAG, Hallucination, and More — Explained for Non-Technical Readers.

2026-02-12Ryuta Hamamoto

ZEROCK

20 Frequently Asked Questions on RAG and GraphRAG: How They Work, How Accurate They Are, and How to Get Started

20 frequently asked questions on RAG and GraphRAG — covering the differences, accuracy, cost, hallucination countermeasures, and how to implement.

2026-02-12Ryuta Hamamoto

ZEROCK

7 Practical Techniques to Improve RAG Accuracy: From Chunk Design to Evaluation Metrics

You've deployed RAG, but the answers are off-target. It keeps pulling irrelevant documents. Hallucinations aren't going down.

2026-02-12Ryuta Hamamoto

ZEROCK

What Is GraphRAG? How It Differs from Conventional RAG and Where It Delivers Real Value for Enterprises

An explanation of GraphRAG technology compared to conventional RAG, with practical guidance on enterprise applications.

2026-01-18Ryuta Hamamoto

ZEROCK

Introduction to RAG: How to Teach AI from Your Internal Documents

An accessible explanation of the RAG technology used to teach AI from internal documents, from the fundamentals to the construction process.

2026-01-18Ryuta Hamamoto

ZEROCK

Is Conventional RAG Already Obsolete? How GraphRAG Is Rewriting the Rules of Internal Search

A practical guide to Is Conventional RAG Already Obsolete? How GraphRAG Is Rewriting the Rules of Internal Search. Topics include GraphRAG, RAG, AI Technology.

2026-01-13Ryuta Hamamoto